Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
15 | Yifan Qiao, Yingrui Yang, Shanxiu He, Tao Yang 0009 |
Representation Sparsification with Hybrid Thresholding for Fast SPLADE-based Document Retrieval. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.11293, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Sajani Vithana, Sennur Ulukus |
Private Read-Update-Write with Controllable Information Leakage for Storage-Efficient Federated Learning with Top r Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.04123, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yiwei Li, Chien-Wei Huang, Shuai Wang 0033, Chong-Yung Chi, Tony Q. S. Quek |
Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.19558, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yannic Maus, Saku Peltonen, Jara Uitto |
Distributed Symmetry Breaking on Power Graphs via Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.06878, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Xiaoyu Zhang, Yun-Hui Liu |
Efficient Map Sparsification Based on 2D and 3D Discretized Grids. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.10882, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Chien-Chung Huang, François Sellier |
Robust Sparsification for Matroid Intersection with Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.16827, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Can Jin, Tianjin Huang, Yihua Zhang, Mykola Pechenizkiy, Sijia Liu 0001, Shiwei Liu, Tianlong Chen |
Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.01397, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Azhar Shaikh, Michael Cochez, Denis Diachkov, Michiel de Rijcke, Sahar Yousefi |
DONUT-hole: DONUT Sparsification by Harnessing Knowledge and Optimizing Learning Efficiency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.05778, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Sanjeev Khanna, Aaron (Louie) Putterman, Madhu Sudan 0001 |
Code Sparsification and its Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.00788, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | James O'Neill, Sourav Dutta 0001 |
Gradient Sparsification For Masked Fine-Tuning of Transformers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.10098, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Gaotang Li, Marlena Duda, Xiang Zhang 0012, Danai Koutra, Yujun Yan |
Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.14375, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Ming Li, Jun Liu, Hehe Fan, Jiawei Liu, Jiahe Li 0009, Mike Zheng Shou, Jussi Keppo |
STPrivacy: Spatio-Temporal Tubelet Sparsification and Anonymization for Privacy-preserving Action Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.03046, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Zhen Su, Jürgen Kurths, Henning Meyerhenke |
Network Sparsification via Degree- and Subgraph-based Edge Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.03032, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Richeng Jin, Xiaofan He, Caijun Zhong, Zhaoyang Zhang 0001, Tony Q. S. Quek, Huaiyu Dai |
Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.09634, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Adrian Edin, Zheng Chen |
Over-the-Air Federated Learning with Compressed Sensing: Is Sparsification Necessary? ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.03410, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Zhemin Zhang, Xun Gong 0002 |
Vision Big Bird: Random Sparsification for Full Attention. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.05988, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yichuan Deng 0002, Sridhar Mahadevan, Zhao Song 0002 |
Randomized and Deterministic Attention Sparsification Algorithms for Over-parameterized Feature Dimension. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.04397, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Saghar Bagheri, Gene Cheung, Timothy Eadie |
Graph Sparsification for GCN Towards Optimal Crop Yield Predictions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.01725, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Abu Reyan Ahmed, Keaton Hamm, Stephen G. Kobourov, Mohammad Javad Latifi Jebelli, Faryad Darabi Sahneh, Richard Spence |
Multi-Priority Graph Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.12563, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Jinghan Jia, Jiancheng Liu, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu 0001 |
Model Sparsification Can Simplify Machine Unlearning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.04934, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Xiaopeng Jiang, Cristian Borcea |
Complement Sparsification: Low-Overhead Model Pruning for Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.06237, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | AmirMahdi Ahmadinejad, John Peebles, Edward Pyne, Aaron Sidford, Salil P. Vadhan |
Singular Value Approximation and Reducing Directed to Undirected Graph Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.13541, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Mengyu Li, Jun Yu, Tao Li, Cheng Meng |
Importance Sparsification for Sinkhorn Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.06581, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Jan Niklas Fuhg, Reese E. Jones, Nikolaos Bouklas |
Extreme sparsification of physics-augmented neural networks for interpretable model discovery in mechanics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.03652, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Juncheng Jia, Ji Liu 0003, Chendi Zhou, Hao Tian, Mianxiong Dong, Dejing Dou |
Efficient Asynchronous Federated Learning with Sparsification and Quantization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.15186, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Tasuku Soma, Kam Chuen Tung, Yuichi Yoshida |
Online Algorithms for Spectral Hypergraph Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.02643, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Shuning Chang, Pichao Wang, Ming Lin, Fan Wang, David Junhao Zhang, Rong Jin 0001, Mike Zheng Shou |
Making Vision Transformers Efficient from A Token Sparsification View. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.08685, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Maxime Flin, Mohsen Ghaffari 0001, Magnús M. Halldórsson, Fabian Kuhn, Alexandre Nolin |
A Distributed Palette Sparsification Theorem. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.06457, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yotam Kenneth, Robert Krauthgamer |
Cut Sparsification and Succinct Representation of Submodular Hypergraphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.09110, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Prateek Yadav, Leshem Choshen, Colin Raffel, Mohit Bansal |
ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.13171, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Fei Zheng, Chaochao Chen 0001, Lingjuan Lyu, Binhui Yao |
Reducing Communication for Split Learning by Randomized Top-k Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.18469, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Jannik Kudla, Stanislav Zivný |
Sparsification of Monotone k-Submodular Functions of Low Curvature. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.03143, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Fumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa |
Olive: Oblivious Federated Learning on Trusted Execution Environment Against the Risk of Sparsification. (PDF / PS) ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. VLDB Endow. ![In: Proc. VLDB Endow. 16(10), pp. 2404-2417, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yuhan Chen, Haojie Ye, Sanketh Vedula, Alex M. Bronstein, Ronald G. Dreslinski, Trevor N. Mudge, Nishil Talati |
Demystifying Graph Sparsification Algorithms in Graph Properties Preservation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. VLDB Endow. ![In: Proc. VLDB Endow. 17(3), pp. 427-440, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
15 | Yongming Rao, Zuyan Liu, Wenliang Zhao, Jie Zhou 0001, Jiwen Lu |
Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 45(9), pp. 10883-10897, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Bin Wang 0055, Jun Fang 0001, Hongbin Li 0001, Bing Zeng |
Communication-Efficient Federated Learning: A Variance-Reduced Stochastic Approach With Adaptive Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Signal Process. ![In: IEEE Trans. Signal Process. 71, pp. 3562-3576, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Jin-Hyun Ahn, Mehdi Bennis, Joonhyuk Kang |
Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Green Commun. Netw. ![In: IEEE Trans. Green Commun. Netw. 7(1), pp. 298-312, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Xiaohan Lin, Yuan Liu 0001, Fangjiong Chen, Xiaohu Ge, Yang Huang 0001 |
Joint Gradient Sparsification and Device Scheduling for Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Green Commun. Netw. ![In: IEEE Trans. Green Commun. Netw. 7(3), pp. 1407-1419, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Hao Zhang 0016, Tingting Wu, Zhifeng Ma, Feng Li, Jie Liu 0001 |
Dynamic layer-wise sparsification for distributed deep learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Future Gener. Comput. Syst. ![In: Future Gener. Comput. Syst. 147, pp. 1-15, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Gongce Wu, Shukuan Lin, Yilin Zhuang, Jianzhong Qiao |
Alleviating over-smoothing via graph sparsification based on vertex feature similarity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 53(17), pp. 20223-20238, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Xiaodong Wang, Yaxiang Huang, Xianxian Zeng, Jianlan Guo, Yuqiang Chen |
Learning sparse reparameterization with layer-wise continuous sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 276, pp. 110778, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Shiwei Lu, Ruihu Li, Wenbin Liu, Chaofeng Guan, Xiaopeng Yang |
Top-k sparsification with secure aggregation for privacy-preserving federated learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Secur. ![In: Comput. Secur. 124, pp. 102993, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Rustem Takhanov |
The algebraic structure of the densification and the sparsification tasks for CSPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Constraints An Int. J. ![In: Constraints An Int. J. 28(1), pp. 13-44, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Sepideh Aghamolaei, Vahideh Keikha, Mohammad Ghodsi, Ali Mohades |
Sampling and sparsification for approximating the packedness of trajectories and detecting gatherings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Data Sci. Anal. ![In: Int. J. Data Sci. Anal. 15(2), pp. 201-216, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Timothy Chu, Yu Gao 0001, Richard Peng, Sushant Sachdeva, Saurabh Sawlani, Junxing Wang |
Graph Sparsification, Spectral Sketches, and Faster Resistance Computation via Short Cycle Decompositions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIAM J. Comput. ![In: SIAM J. Comput. 52(6), pp. S18-85, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Longfei Zheng, Yingting Liu, Xiaolong Xu 0001, Chaochao Chen 0001, Yuzhou Tang, Lei Wang, Xiaolong Hu |
FedPSE: Personalized Sparsification with Element-wise Aggregation for Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pp. 3514-3523, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Robert Krauthgamer, Ron Mosenzon |
Exact Flow Sparsification Requires Unbounded Size. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SODA ![In: Proceedings of the 2023 ACM-SIAM Symposium on Discrete Algorithms, SODA 2023, Florence, Italy, January 22-25, 2023, pp. 2354-2367, 2023, SIAM, 978-1-61197-755-4. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yang P. Liu |
Vertex Sparsification for Edge Connectivity in Polynomial Time. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ITCS ![In: 14th Innovations in Theoretical Computer Science Conference, ITCS 2023, January 10-13, 2023, MIT, Cambridge, Massachusetts, USA., pp. 83:1-83:15, 2023, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 978-3-95977-263-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | César Debeunne, Joan Vallvé, Alex Torres, Damien Vivet |
Fast Bi-Monocular Visual Odometry Using Factor Graph Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IROS ![In: IROS, pp. 10716-10722, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yuki Nishida 0008 |
Solving max-plus linear systems by level sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACDA ![In: SIAM Conference on Applied and Computational Discrete Algorithms, ACDA 2023, Seattle, WA, USA, May 31 - June 2, 2023, pp. 159-168, 2023, SIAM, 978-1-61197-771-4. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Daegun Yoon, Sangyoon Oh 0001 |
MiCRO: Near-Zero Cost Gradient Sparsification for Scaling and Accelerating Distributed DNN Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HiPC ![In: 30th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2023, Goa, India, December 18-21, 2023, pp. 87-96, 2023, IEEE, 979-8-3503-8322-5. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Shubham Vaishnav, Maria Efthymiou, Sindri Magnússon |
Energy-Efficient and Adaptive Gradient Sparsification for Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICC ![In: IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023, pp. 1256-1261, 2023, IEEE, 978-1-5386-7462-8. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Sajani Vithana, Sennur Ulukus |
Rate-Privacy-Storage Tradeoff in Federated Learning with Top $r$ Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICC ![In: IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023, pp. 3127-3132, 2023, IEEE, 978-1-5386-7462-8. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Shaddin Dughmi, Yusuf Hakan Kalayci, Neel Patel |
On Sparsification of Stochastic Packing Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICALP ![In: 50th International Colloquium on Automata, Languages, and Programming, ICALP 2023, July 10-14, 2023, Paderborn, Germany, pp. 51:1-51:17, 2023, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 978-3-95977-278-5. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Kazusato Oko, Shinsaku Sakaue, Shin-ichi Tanigawa |
Nearly Tight Spectral Sparsification of Directed Hypergraphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICALP ![In: 50th International Colloquium on Automata, Languages, and Programming, ICALP 2023, July 10-14, 2023, Paderborn, Germany, pp. 94:1-94:19, 2023, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 978-3-95977-278-5. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Kadiray Karakaya, Eric Bodden |
Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICST ![In: IEEE Conference on Software Testing, Verification and Validation, ICST 2023, Dublin, Ireland, April 16-20, 2023, pp. 305-316, 2023, IEEE, 978-1-6654-5666-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Gaotang Li, Marlena Duda, Xiang Zhang 0012, Danai Koutra, Yujun Yan |
Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023, pp. 1223-1234, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Junshen Su, Xijun Wang, Xiang Chen, Ray-Guang Cheng |
Joint Sparsification and Quantization for Wireless Federated Learning under Communication Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SPAWC ![In: 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2023, Shanghai, China, September 25-28, 2023, pp. 401-405, 2023, IEEE, 978-1-6654-9626-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Sihui Zheng, Yuhan Dong, Xiang Chen 0007 |
Efficient Model Compression via Global Sparsification for Over-the-Air Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GLOBECOM (Workshops) ![In: IEEE Globecom Workshops 2023, Kuala Lumpur, Malaysia, December 4-8, 2023, pp. 920-925, 2023, IEEE, 979-8-3503-7021-8. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Xiaopeng Jiang, Cristian Borcea |
Complement Sparsification: Low-Overhead Model Pruning for Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 8087-8095, 2023, AAAI Press, 978-1-57735-880-0. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Steinar Laenen |
One-Shot Neural Network Pruning via Spectral Graph Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
TAG-ML ![In: Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA, pp. 60-71, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
15 | Chun Jiang Zhu |
Communication-Efficient Distributed Graph Clustering and Sparsification Under Duplication Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIAC ![In: Algorithms and Complexity - 13th International Conference, CIAC 2023, Larnaca, Cyprus, June 13-16, 2023, Proceedings, pp. 383-398, 2023, Springer, 978-3-031-30447-7. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Yannic Maus, Saku Peltonen, Jara Uitto |
Distributed Symmetry Breaking on Power Graphs via Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PODC ![In: Proceedings of the 2023 ACM Symposium on Principles of Distributed Computing, PODC 2023, Orlando, FL, USA, June 19-23, 2023, pp. 157-167, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Shuning Chang, Pichao Wang, Ming Lin, Fan Wang, David Junhao Zhang, Rong Jin 0001, Mike Zheng Shou |
Making Vision Transformers Efficient from A Token Sparsification View. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CVPR ![In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, pp. 6195-6205, 2023, IEEE, 979-8-3503-0129-8. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Xiaoyu Zhang, Yun-Hui Liu |
Efficient Map Sparsification Based on 2D and 3D Discretized Grids. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CVPR ![In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, pp. 12470-12478, 2023, IEEE, 979-8-3503-0129-8. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Neophytos Charalambides, Alfred O. Hero III |
Graph Sparsification by Approximate matrix Multiplication. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSP ![In: IEEE Statistical Signal Processing Workshop, SSP 2023, Hanoi, Vietnam, July 2-5, 2023, pp. 180-184, 2023, IEEE, 978-1-6654-5245-8. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Abu Reyan Ahmed, Keaton Hamm, Stephen G. Kobourov, Mohammad Javad Latifi Jebelli, Faryad Darabi Sahneh, Richard Spence |
Multi-priority Graph Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWOCA ![In: Combinatorial Algorithms - 34th International Workshop, IWOCA 2023, Tainan, Taiwan, June 7-10, 2023, Proceedings, pp. 1-12, 2023, Springer, 978-3-031-34346-9. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Chang Chen, Min Li, Chao Yang |
bbTopk: Bandwidth-Aware Sparse Allreduce with Blocked Sparsification for Efficient Distributed Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDCS ![In: 43rd IEEE International Conference on Distributed Computing Systems, ICDCS 2023, Hong Kong, July 18-21, 2023, pp. 1-11, 2023, IEEE, 979-8-3503-3986-4. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Danlei Zhang, Geming Xia, Yuxuan Liu |
AOPT-FL: A Communication-Efficient Federated Learning Method with Clusterd and Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICA3PP (7) ![In: Algorithms and Architectures for Parallel Processing - 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20-22, 2023, Proceedings, Part VII, pp. 316-327, 2023, Springer, 978-981-97-0861-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Yifan Qiao, Yingrui Yang, Shanxiu He, Tao Yang 0009 |
Representation Sparsification with Hybrid Thresholding for Fast SPLADE-based Document Retrieval. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGIR ![In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023, pp. 2329-2333, 2023, ACM, 978-1-4503-9408-6. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio |
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CAMAD ![In: 28th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks , CAMAD 2023, Edinburgh, United Kingdom, November 6-8, 2023, pp. 213-218, 2023, IEEE, 979-8-3503-0349-0. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras, Prateek Prasanna |
Token Sparsification for Faster Medical Image Segmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IPMI ![In: Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023, Proceedings, pp. 743-754, 2023, Springer, 978-3-031-34047-5. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Guangyao Li, Mingxue Liao, Yongyue Chao, Pin Lv |
DenseStream: A Novel Data Representation for Gradient Sparsification in Distributed Synchronous SGD Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pp. 1-8, 2023, IEEE, 978-1-6654-8867-9. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | James O'Neill, Sourav Dutta 0001 |
Gradient Sparsification For Masked Fine-Tuning of Transformers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pp. 1-8, 2023, IEEE, 978-1-6654-8867-9. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Arun Jambulapati, Yang P. Liu, Aaron Sidford |
Chaining, Group Leverage Score Overestimates, and Fast Spectral Hypergraph Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STOC ![In: Proceedings of the 55th Annual ACM Symposium on Theory of Computing, STOC 2023, Orlando, FL, USA, June 20-23, 2023, pp. 196-206, 2023, ACM, 978-1-4503-9913-5. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | James R. Lee |
Spectral Hypergraph Sparsification via Chaining. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STOC ![In: Proceedings of the 55th Annual ACM Symposium on Theory of Computing, STOC 2023, Orlando, FL, USA, June 20-23, 2023, pp. 207-218, 2023, ACM, 978-1-4503-9913-5. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Daegun Yoon, Sangyoon Oh 0001 |
DEFT: Exploiting Gradient Norm Difference between Model Layers for Scalable Gradient Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPP ![In: Proceedings of the 52nd International Conference on Parallel Processing, ICPP 2023, Salt Lake City, UT, USA, August 7-10, 2023, pp. 746-755, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Saghar Bagheri, Gene Cheung, Timothy Eadie |
Graph Sparsification for GCN Towards Optimal Crop Yield Predictions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IGARSS ![In: IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023, Pasadena, CA, USA, July 16-21, 2023, pp. 1712-1715, 2023, IEEE, 979-8-3503-2010-7. The full citation details ...](Pics/full.jpeg) |
2023 |
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15 | Sharath Girish, Kamal Gupta 0002, Saurabh Singh, Abhinav Shrivastava |
LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2023 |
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15 | Yufeng Shi, Linfeng Xu 0002, Jianliang Lai, Yifan Ju |
A Fast GP Regression Method Using Banded Sparsification of Inverse Covariance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCAIS ![In: 12th International Conference on Control, Automation and Information Sciences, ICCAIS 2023, Hanoi, Vietnam, November 27-29, 2023, pp. 529-534, 2023, IEEE, 979-8-3503-2878-3. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Fei Zheng, Chaochao Chen 0001, Lingjuan Lyu, Binhui Yao |
Reducing Communication for Split Learning by Randomized Top-k Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCAI ![In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pp. 4665-4673, 2023, ijcai.org. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Zheng Gong, Guifeng Wang, Ying Sun, Qi Liu, Yuting Ning, Hui Xiong 0001, Jingyu Peng |
Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCAI ![In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pp. 2104-2113, 2023, ijcai.org. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang |
CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DAC ![In: 60th ACM/IEEE Design Automation Conference, DAC 2023, San Francisco, CA, USA, July 9-13, 2023, pp. 1-6, 2023, IEEE, 979-8-3503-2348-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Xizi Chen, Rui Pan, Xiaomeng Wang, Fengshi Tian, Chi-Ying Tsui |
Late Breaking Results: Weight Decay is ALL You Need for Neural Network Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DAC ![In: 60th ACM/IEEE Design Automation Conference, DAC 2023, San Francisco, CA, USA, July 9-13, 2023, pp. 1-2, 2023, IEEE, 979-8-3503-2348-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Richeng Jin, Philip Dai, Kaiqi Xiong |
Communication-Efficient Federated Learning with Channel-Aware Sparsification over Wireless Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CISS ![In: 57th Annual Conference on Information Sciences and Systems, CISS 2023, Baltimore, MD, USA, March 22-24, 2023, pp. 1-6, 2023, IEEE, 978-1-6654-5181-9. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Sajani Vithana, Sennur Ulukus |
Model Segmentation for Storage Efficient Private Federated Learning with Top $r$ Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CISS ![In: 57th Annual Conference on Information Sciences and Systems, CISS 2023, Baltimore, MD, USA, March 22-24, 2023, pp. 1-6, 2023, IEEE, 978-1-6654-5181-9. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Athanasios Glentis Georgoulakis, George Retsinas, Petros Maragos |
Feather: An Elegant Solution to Effective DNN Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BMVC ![In: 34th British Machine Vision Conference 2023, BMVC 2023, Aberdeen, UK, November 20-24, 2023, pp. 832-836, 2023, BMVA Press. The full citation details ...](Pics/full.jpeg) |
2023 |
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15 | Jeong Min Kong, Elvino Sousa |
Adaptive Ratio-Based-Threshold Gradient Sparsification Scheme for Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISNCC ![In: International Symposium on Networks, Computers and Communications, ISNCC 2023, Doha, Qatar, October 23-26, 2023, pp. 1-5, 2023, IEEE, 979-8-3503-3559-0. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Yu Shao, Ling Chen 0005, Yixin Chen 0001, Wei Liu 0010 |
Social influence source locating based on network sparsification and stratification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 208, pp. 118087, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Haojie Hu, Fang He, Fenggan Zhang, Yao Ding 0010, Xin Wu, Jianwei Zhao 0002, Minli Yao |
Unifying Label Propagation and Graph Sparsification for Hyperspectral Image Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Geosci. Remote. Sens. Lett. ![In: IEEE Geosci. Remote. Sens. Lett. 19, pp. 1-5, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Greg Bodwin |
A note on distance-preserving graph sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Process. Lett. ![In: Inf. Process. Lett. 174, pp. 106205, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Han Yu, Xinping Yi, Giuseppe Caire |
Downlink Precoding for DP-UPA FDD Massive MIMO via Multi-Dimensional Active Channel Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Wirel. Commun. ![In: IEEE Trans. Wirel. Commun. 21(8), pp. 6698-6713, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Liya Zhu, Donghua Jiang 0001, Jiangqun Ni, Xingyuan Wang 0001, Xianwei Rong, Musheer Ahmad 0002 |
A visually secure image encryption scheme using adaptive-thresholding sparsification compression sensing model and newly-designed memristive chaotic map. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 607, pp. 1001-1022, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Benjamin Lentz, Christiane Völter, Rainer Martin 0001 |
Spectral sparsification of speech signals and its interaction with top-down mechanisms in adult cochlear implant users. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Speech Commun. ![In: Speech Commun. 144, pp. 67-74, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Samuel M. Greene, Robert J. Webber, Timothy C. Berkelbach, Jonathan Weare |
Approximating Matrix Eigenvalues by Subspace Iteration with Repeated Random Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIAM J. Sci. Comput. ![In: SIAM J. Sci. Comput. 44(5), pp. 3067-, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Hao Wang 0045, Xiangyu Yang, Yuanming Shi, Jun Lin 0001 |
A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Computers ![In: IEEE Trans. Computers 71(1), pp. 185-196, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Prafullkumar Tale |
Sparsification lower bound for linear spanners in directed graphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Theor. Comput. Sci. ![In: Theor. Comput. Sci. 898, pp. 69-74, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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15 | Zaifeng Pan, Feng Zhang 0007, Hourun Li, Chenyang Zhang, Xiaoyong Du 0001, Dong Deng 0001 |
G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Parallel Distributed Syst. ![In: IEEE Trans. Parallel Distributed Syst. 33(11), pp. 3015-3027, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
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15 | Haozhao Wang, Song Guo 0001, Zhihao Qu, Ruixuan Li 0001, Ziming Liu |
Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Parallel Distributed Syst. ![In: IEEE Trans. Parallel Distributed Syst. 33(1), pp. 14-25, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
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15 | Zhaorui Zhang, Cho-Li Wang |
MIPD: An Adaptive Gradient Sparsification Framework for Distributed DNNs Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Parallel Distributed Syst. ![In: IEEE Trans. Parallel Distributed Syst. 33(11), pp. 3053-3066, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
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