Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
198 | Dan Feldman, Amos Fiat, Haim Kaplan, Kobbi Nissim |
Private coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STOC ![In: Proceedings of the 41st Annual ACM Symposium on Theory of Computing, STOC 2009, Bethesda, MD, USA, May 31 - June 2, 2009, pp. 361-370, 2009, ACM, 978-1-60558-506-2. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
privacy, differential privacy, coresets |
89 | Bernd Gärtner, Martin Jaggi |
Coresets for polytope distance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SCG ![In: Proceedings of the 25th ACM Symposium on Computational Geometry, Aarhus, Denmark, June 8-10, 2009, pp. 33-42, 2009, ACM, 978-1-60558-501-7. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
polytope distance, support vector machines, approximation algorithms, kernel methods, sparsity, geometric optimization, coresets |
89 | Gereon Frahling, Christian Sohler |
A fast k-means implementation using coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SCG ![In: Proceedings of the 22nd ACM Symposium on Computational Geometry, Sedona, Arizona, USA, June 5-7, 2006, pp. 135-143, 2006, ACM, 1-59593-340-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Lloyds algorithm, clustering, k-means, coresets |
65 | Ke Chen 0006 |
On k-Median clustering in high dimensions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SODA ![In: Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2006, Miami, Florida, USA, January 22-26, 2006, pp. 1177-1185, 2006, ACM Press, 0-89871-605-5. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
46 | Pankaj K. Agarwal, Sariel Har-Peled, Hai Yu 0005 |
Robust Shape Fitting via Peeling and Grating Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Discret. Comput. Geom. ![In: Discret. Comput. Geom. 39(1-3), pp. 38-58, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Geometric approximation algorithms, Shape fitting, Coresets |
46 | Dan Feldman, Morteza Monemizadeh, Christian Sohler |
A PTAS for k-means clustering based on weak coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SCG ![In: Proceedings of the 23rd ACM Symposium on Computational Geometry, Gyeongju, South Korea, June 6-8, 2007, pp. 11-18, 2007, ACM, 978-1-59593-705-6. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
approximation, k-mean, geometric optimization, coresets |
46 | Pankaj K. Agarwal, Hai Yu 0005 |
A space-optimal data-stream algorithm for coresets in the plane. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SCG ![In: Proceedings of the 23rd ACM Symposium on Computational Geometry, Gyeongju, South Korea, June 6-8, 2007, pp. 1-10, 2007, ACM, 978-1-59593-705-6. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
extent measures, data streams, coresets |
46 | Sariel Har-Peled, Akash Kushal |
Smaller coresets for k-median and k-means clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SCG ![In: Proceedings of the 21st ACM Symposium on Computational Geometry, Pisa, Italy, June 6-8, 2005, pp. 126-134, 2005, ACM, 1-58113-991-8. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
clustering, coresets |
41 | Marcel R. Ackermann, Johannes Blömer |
Coresets and approximate clustering for Bregman divergences. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SODA ![In: Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2009, New York, NY, USA, January 4-6, 2009, pp. 1088-1097, 2009, SIAM, 978-0-89871-680-1. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
41 | Anirban Dasgupta 0001, Petros Drineas, Boulos Harb, Ravi Kumar 0001, Michael W. Mahoney |
Sampling algorithms and coresets for ℓp regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SODA ![In: Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2008, San Francisco, California, USA, January 20-22, 2008, pp. 932-941, 2008, SIAM. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP BibTeX RDF |
|
41 | Kenneth L. Clarkson |
Coresets, sparse greedy approximation, and the Frank-Wolfe algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SODA ![In: Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2008, San Francisco, California, USA, January 20-22, 2008, pp. 922-931, 2008, SIAM. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP BibTeX RDF |
|
41 | Dan Feldman, Amos Fiat, Micha Sharir |
Coresets forWeighted Facilities and Their Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FOCS ![In: 47th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2006), 21-24 October 2006, Berkeley, California, USA, Proceedings, pp. 315-324, 2006, IEEE Computer Society, 0-7695-2720-5. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
41 | Sariel Har-Peled, Soham Mazumdar |
On coresets for k-means and k-median clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STOC ![In: Proceedings of the 36th Annual ACM Symposium on Theory of Computing, Chicago, IL, USA, June 13-16, 2004, pp. 291-300, 2004, ACM, 1-58113-852-0. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
clustering, streaming, k-means, k-median, Coreset |
38 | Ibrahim Jubran, Alaa Maalouf, Dan Feldman |
Introduction to Coresets: Accurate Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1910.08707, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
22 | Artur Czumaj, Christian Sohler |
Small Space Representations for Metric Min-Sum k -Clustering and Their Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STACS ![In: STACS 2007, 24th Annual Symposium on Theoretical Aspects of Computer Science, Aachen, Germany, February 22-24, 2007, Proceedings, pp. 536-548, 2007, Springer, 978-3-540-70917-6. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
22 | Michael Edwards, Kasturi R. Varadarajan |
No Coreset, No Cry: II. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FSTTCS ![In: FSTTCS 2005: Foundations of Software Technology and Theoretical Computer Science, 25th International Conference, Hyderabad, India, December 15-18, 2005, Proceedings, pp. 107-115, 2005, Springer, 3-540-30495-9. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
22 | Sariel Har-Peled |
No, Coreset, No Cry. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FSTTCS ![In: FSTTCS 2004: Foundations of Software Technology and Theoretical Computer Science, 24th International Conference, Chennai, India, December 16-18, 2004, Proceedings, pp. 324-335, 2004, Springer, 3-540-24058-6. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
19 | Boxiang Zhao, Shuliang Wang, Lianhua Chi, Hanning Yuan, Ye Yuan 0001, Qi Li 0022, Jing Geng, Shao-Liang Zhang |
Coresets for fast causal discovery with the additive noise model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Pattern Recognit. ![In: Pattern Recognit. 148, pp. 110149, April 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
19 | Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen 0025, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt |
FedCore: Straggler-Free Federated Learning with Distributed Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.00219, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
19 | Meysam Alishahi, Jeff M. Phillips |
No Dimensional Sampling Coresets for Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.05280, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
19 | Gil Shapira, Yosi Keller |
FaceCoresetNet: Differentiable Coresets for Face Set Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 4748-4756, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
19 | Jayesh Malaviya, Anirban Dasgupta 0001, Rachit Chhaya |
Simple Weak Coresets for Non-decomposable Classification Measures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 14289-14296, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
19 | Vladimir Braverman, Dan Feldman, Harry Lang, Daniela Rus, Adiel Statman |
Least-Mean-Squares Coresets for Infinite Streams. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 35(9), pp. 8699-8712, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Yu Yang 0007, Hao Kang, Baharan Mirzasoleiman |
Towards Sustainable Learning: Coresets for Data-efficient Deep Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.01244, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Guangyao Zheng, Samson Zhou, Vladimir Braverman, Michael A. Jacobs, Vishwa S. Parekh |
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.11510, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Benwei Shi, Aditya Bhaskara, Wai Ming Tai, Jeff M. Phillips |
On Mergable Coresets for Polytope Distance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.05651, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Piyush Tiwary, Kumar Shubham, Vivek Kashyap, Prathosh A. P. |
Constructing Bayesian Pseudo-Coresets using Contrastive Divergence. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.11278, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Zikai Xiong, Niccolò Dalmasso, Vamsi K. Potluru, Tucker Balch, Manuela Veloso |
Fair Wasserstein Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.05436, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang, Xuan Wu 0002 |
On Coresets for Clustering in Small Dimensional Euclidean Spaces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.13737, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Jacobus Conradi, Benedikt Kolbe, Ioannis Psarros, Dennis Rohde |
Fast Approximations and Coresets for (k, l)-Median under Dynamic Time Warping. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.09838, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Animesh Gupta, Irtiza Hasan, Dilip K. Prasad, Deepak K. Gupta |
Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.02095, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Monika Henzinger, David Saulpic, Leonhard Sidl |
Experimental Evaluation of Fully Dynamic k-Means via Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.18034, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Gil Shapira, Yosi Keller |
FaceCoresetNet: Differentiable Coresets for Face Set Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.14075, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Sayan Bandyapadhyay, Fedor V. Fomin, Tanmay Inamdar 0002 |
Coresets for Clustering in Geometric Intersection Graphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.01400, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li 0015, Xuan Wu 0002 |
Coresets for Clustering with General Assignment Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.08460, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Siddharth Gollapudi, Sepideh Mahabadi, Varun Sivashankar |
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.15286, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Jayesh Malaviya, Anirban Dasgupta 0001, Rachit Chhaya |
Simple Weak Coresets for Non-Decomposable Classification Measures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.09885, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Joshua Viszlai, Teague Tomesh, Pranav Gokhale, Eric Anschütz, Frederic T. Chong |
Training Quantum Boltzmann Machines with Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.14459, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | |
Improved Coresets for Clustering with Capacity and Fairness Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.11151, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Wenfeng Yin, Gang Dong, Yaqian Zhao, Rengang Li |
Correction to: Coresets based asynchronous network slimming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 53(12), pp. 16346, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Wenfeng Yin, Gang Dong, Yaqian Zhao, Rengang Li |
Coresets based asynchronous network slimming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 53(10), pp. 12387-12398, May 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Sayan Bandyapadhyay, Fedor V. Fomin, Tanmay Inamdar 0002 |
Coresets for Clustering in Geometric Intersection Graphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SoCG ![In: 39th International Symposium on Computational Geometry, SoCG 2023, June 12-15, 2023, Dallas, Texas, USA, pp. 10:1-10:16, 2023, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 978-3-95977-273-0. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Guangyao Zheng, Samson Zhou, Vladimir Braverman, Michael A. Jacobs, Vishwa Sanjay Parekh |
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MIDL ![In: Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA., pp. 1751-1764, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
19 | Siddharth Gollapudi, Sepideh Mahabadi, Varun Sivashankar |
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
19 | Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou, Xuan Wu 0002 |
Near-optimal Coresets for Robust Clustering. ![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 |
DBLP BibTeX RDF |
|
19 | Yu Yang 0007, Hao Kang, Baharan Mirzasoleiman |
Towards Sustainable Learning: Coresets for Data-efficient Deep Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 39314-39330, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
19 | Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang, Xuan Wu 0002 |
On Coresets for Clustering in Small Dimensional Euclidean spaces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 13891-13915, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
19 | Supratim Shit, Anirban Dasgupta 0001, Rachit Chhaya, Jayesh Choudhari |
Online Coresets for Parameteric and Non-Parametric Bregman Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Trans. Mach. Learn. Res. ![In: Trans. Mach. Learn. Res. 2022, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
19 | Xin Yao, Juan Yu 0002, Jianmin Han, Jianfeng Lu 0002, Hao Peng 0002, Yijia Wu, Xiaoqian Cao |
DP-CSM: Efficient Differentially Private Synthesis for Human Mobility Trajectory with Coresets and Staircase Mechanism. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISPRS Int. J. Geo Inf. ![In: ISPRS Int. J. Geo Inf. 11(12), pp. 607, December 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Alexander Munteanu, Simon Omlor, Christian Peters |
p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.13568, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Vladimir Braverman, Vincent Cohen-Addad, Shaofeng H.-C. Jiang, Robert Krauthgamer, Chris Schwiegelshohn, Mads Bech Toftrup, Xuan Wu 0002 |
The Power of Uniform Sampling for Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.01901, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Cian Naik, Judith Rousseau, Trevor Campbell |
Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.09675, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Chris Schwiegelshohn, Omar Ali Sheikh-Omar |
An Empirical Evaluation of k-Means Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.00966, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Murad Tukan, Xuan Wu 0002, Samson Zhou, Vladimir Braverman, Dan Feldman |
New Coresets for Projective Clustering and Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.04370, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Vincent Cohen-Addad, Kasper Green Larsen, David Saulpic, Chris Schwiegelshohn, Omar Ali Sheikh-Omar |
Improved Coresets for Euclidean k-Means. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.08184, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Lukas Balles, Giovanni Zappella, Cédric Archambeau |
Gradient-Matching Coresets for Rehearsal-Based Continual Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.14544, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Moses Charikar, Erik Waingarten |
The Johnson-Lindenstrauss Lemma for Clustering and Subspace Approximation: From Coresets to Dimension Reduction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.00371, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Vincent Cohen-Addad, Kasper Green Larsen, David Saulpic, Chris Schwiegelshohn |
Towards Optimal Lower Bounds for k-median and k-means Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.12793, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
19 | Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou, Xuan Wu 0002 |
Near-optimal Coresets for Robust Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.10394, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Alaa Maalouf, Murad Tukan, Eric Price 0001, Daniel Kane 0001, Dan Feldman |
Coresets for Data Discretization and Sine Wave Fitting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.03009, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Maximilian Fiedler, Peter Gritzmann |
Coresets for Weight-Constrained Anisotropic Assignment and Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.10864, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding |
Coresets for Wasserstein Distributionally Robust Optimization Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.04260, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding |
Coresets for Relational Data and The Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.04249, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Murad Tukan, Loay Mualem, Alaa Maalouf |
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.08554, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Omead Pooladzandi, David Davini, Baharan Mirzasoleiman |
Adaptive Second Order Coresets for Data-efficient Machine Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.13887, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Sepideh Mahabadi, Thuy-Duong Vuong |
Composable Coresets for Constrained Determinant Maximization and Beyond. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.00289, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Lingxiao Huang, Zhize Li, Jialin Sun, Haoyu Zhao |
Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.14664, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Jiayi Wang 0002, Chengliang Chai, Nan Tang 0001, Jiabin Liu, Guoliang Li 0001 |
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning. (PDF / PS) ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. VLDB Endow. ![In: Proc. VLDB Endow. 16(1), pp. 64-76, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Ben Mussay, Dan Feldman, Samson Zhou, Vladimir Braverman, Margarita Osadchy |
Data-Independent Structured Pruning of Neural Networks via Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks Learn. Syst. ![In: IEEE Trans. Neural Networks Learn. Syst. 33(12), pp. 7829-7841, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Alexander Munteanu |
Coresets and Sketches for Regression Problems on DataStreams and Distributed Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. under Resour. Constraints Vol. 1 (1) ![In: Machine Learning under Resource Constraints - Volume 1: Fundamentals, pp. 85-97, 2022, De Gruyter, 978-3-11-078593-7. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Guangyi Zhang 0001, Nikolaj Tatti, Aristides Gionis |
Coresets remembered and items forgotten: submodular maximization with deletions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022, pp. 676-685, 2022, IEEE, 978-1-6654-5099-7. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Maike Buchin, Dennis Rohde |
Coresets for (k, ℓ )-Median Clustering Under the Fréchet Distance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CALDAM ![In: Algorithms and Discrete Applied Mathematics - 8th International Conference, CALDAM 2022, Puducherry, India, February 10-12, 2022, Proceedings, pp. 167-180, 2022, Springer, 978-3-030-95017-0. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Vladimir Braverman, Vincent Cohen-Addad, Shaofeng H.-C. Jiang, Robert Krauthgamer, Chris Schwiegelshohn, Mads Bech Toftrup, Xuan Wu 0002 |
The Power of Uniform Sampling for Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FOCS ![In: 63rd IEEE Annual Symposium on Foundations of Computer Science, FOCS 2022, Denver, CO, USA, October 31 - November 3, 2022, pp. 462-473, 2022, IEEE, 978-1-6654-5519-0. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Chris Schwiegelshohn, Omar Ali Sheikh-Omar |
An Empirical Evaluation of k-Means Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ESA ![In: 30th Annual European Symposium on Algorithms, ESA 2022, September 5-9, 2022, Berlin/Potsdam, Germany., pp. 84:1-84:17, 2022, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 978-3-95977-247-1. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Joshua Viszlai, Teague Tomesh, Pranav Gokhale, Eric Anschütz, Frederic T. Chong |
Training Quantum Boltzmann Machines with Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
QCE ![In: IEEE International Conference on Quantum Computing and Engineering, QCE 2022, Broomfield, CO, USA, September 18-23, 2022, pp. 292-298, 2022, IEEE, 978-1-6654-9113-6. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding |
Coresets for Wasserstein Distributionally Robust Optimization Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Vincent Cohen-Addad, Kasper Green Larsen, David Saulpic, Chris Schwiegelshohn, Omar Ali Sheikh-Omar |
Improved Coresets for Euclidean k-Means. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Murad Tukan, Loay Mualem, Alaa Maalouf |
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding |
Coresets for Relational Data and The Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Cian Naik, Judith Rousseau, Trevor Campbell |
Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Lingxiao Huang, Zhize Li, Jialin Sun, Haoyu Zhao |
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Vincent Cohen-Addad, Kasper Green Larsen, David Saulpic, Chris Schwiegelshohn |
Towards optimal lower bounds for k-median and k-means coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STOC ![In: STOC '22: 54th Annual ACM SIGACT Symposium on Theory of Computing, Rome, Italy, June 20 - 24, 2022, pp. 1038-1051, 2022, ACM, 978-1-4503-9264-8. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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19 | Omead Pooladzandi, David Davini, Baharan Mirzasoleiman |
Adaptive Second Order Coresets for Data-efficient Machine Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA., pp. 17848-17869, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Alaa Maalouf, Murad Tukan, Eric Price 0001, Daniel M. Kane, Dan Feldman |
Coresets for Data Discretization and Sine Wave Fitting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event., pp. 10622-10639, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Rachit Chhaya, Anirban Dasgupta 0001, Jayesh Choudhari, Supratim Shit |
On Coresets for Fair Regression and Individually Fair Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event., pp. 9603-9625, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Alexander Munteanu, Simon Omlor, Christian Peters |
p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event., pp. 2073-2100, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Murad Tukan, Xuan Wu 0002, Samson Zhou, Vladimir Braverman, Dan Feldman |
New Coresets for Projective Clustering and Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event., pp. 5391-5415, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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19 | Ibrahim Jubran, Alaa Maalouf, Dan Feldman |
Overview of accurate coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WIREs Data Mining Knowl. Discov. ![In: WIREs Data Mining Knowl. Discov. 11(6), 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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19 | Murad Tukan, Cenk Baykal, Dan Feldman, Daniela Rus |
On coresets for support vector machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Theor. Comput. Sci. ![In: Theor. Comput. Sci. 890, pp. 171-191, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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19 | Sinead A. Williamson, Jette Henderson |
Understanding Collections of Related Datasets Using Dependent MMD Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. ![In: Inf. 12(10), pp. 392, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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19 | Maike Buchin, Dennis Rohde |
Coresets for (k, échet Distance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2104.09392, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi |
Coresets for Time Series Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2110.15263, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Melanie Schmidt 0001, Julian Wargalla |
Coresets for constrained k-median and k-means clustering in low dimensional Euclidean space. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.07319, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Lukas Balles, Giovanni Zappella, Cédric Archambeau |
Gradient-matching coresets for continual learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2112.05025, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Shaofeng H.-C. Jiang, Robert Krauthgamer, Jianing Lou, Yubo Zhang |
Coresets for Kernel Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2110.02898, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Abhinandan Nath |
Coresets for k-median clustering under Fréchet and Hausdorff distances. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2104.12141, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Spencer Douglas, Piyush Kumar, R. K. Prasanth |
Risk Bounds for Learning via Hilbert Coresets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2103.15569, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu 0002 |
Coresets for Clustering with Missing Values. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.16112, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Tung Mai, Anup B. Rao, Cameron Musco |
Coresets for Classification - Simplified and Strengthened. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.04254, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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19 | Alaa Maalouf, Ibrahim Jubran, Dan Feldman |
Introduction to Coresets: Approximated Mean. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2111.03046, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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