Search results for "Sparsification"

Hits ?▲	Authors	Title	Venue	Year	Link
15	Artur Czumaj, Peter Davies, Merav Parter	Graph Sparsification for Derandomizing Massively Parallel Computation with Low Space.	ACM Trans. Algorithms	2021	DBLP DOI BibTeX RDF
15	Basava Naga Girish Koneru, Nitin Chandrachoodan, Vinita Vasudevan	A Smoothed LASSO-Based DNN Sparsification Technique.	IEEE Trans. Circuits Syst. I Regul. Pap.	2021	DBLP DOI BibTeX RDF
15	Daniel Danciu, Mikhail Karasikov, Harun Mustafa, André Kahles, Gunnar Rätsch	Topology-based sparsification of graph annotations.	Bioinform.	2021	DBLP DOI BibTeX RDF
15	Dong Xia, Ming Yuan 0001	Effective Tensor Sketching via Sparsification.	IEEE Trans. Inf. Theory	2021	DBLP DOI BibTeX RDF
15	Rustem Takhanov	The algebraic structure of the densification and the sparsification tasks for CSPs.	CoRR	2021	DBLP BibTeX RDF
15	Xiaoge Deng, Tao Sun 0005, Dongsheng Li 0001	SASG: Sparsification with Adaptive Stochastic Gradients for Communication-efficient Distributed Learning.	CoRR	2021	DBLP BibTeX RDF
15	Muhammad Ahmad, Maham Anwar Beg, Imdadullah Khan, Arif Zaman, Muhammad Asad Khan	SsAG: Summarization and sparsification of Attributed Graphs.	CoRR	2021	DBLP BibTeX RDF
15	Yongming Rao, Wenliang Zhao, Benlin Liu, Jiwen Lu, Jie Zhou 0001, Cho-Jui Hsieh	DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Alexander M. Mercier, Samuel V. Scarpino, Cristopher Moore	Effective Resistance for Pandemics: Mobility Network Sparsification for High-Fidelity Epidemic Simulation.	CoRR	2021	DBLP BibTeX RDF
15	Xiao Zhou, Weizhong Zhang, Zonghao Chen, Shizhe Diao, Tong Zhang 0001	Efficient Neural Network Training via Forward and Backward Propagation Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow	Sparsification via Compressed Sensing for Automatic Speech Recognition.	CoRR	2021	DBLP BibTeX RDF
15	Yiyou Sun, Yixuan Li 0001	On the Effectiveness of Sparsification for Detecting the Deep Unknowns.	CoRR	2021	DBLP BibTeX RDF
15	Yang Li 0146, Shihao Ji	Dep-L0: Improving L0-based Network Sparsification via Dependency Modeling.	CoRR	2021	DBLP BibTeX RDF
15	Tamal K. Dey, Simon Zhang	Approximating 1-Wasserstein Distance between Persistence Diagrams by Graph Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Pavel Surynek	Sparsification for Fast Optimal Multi-Robot Path Planning in Lazy Compilation Schemes.	CoRR	2021	DBLP BibTeX RDF
15	Nima Anari, Michal Derezinski, Thuy-Duong Vuong, Elizabeth Yang	Domain Sparsification of Discrete Distributions using Entropic Independence.	CoRR	2021	DBLP BibTeX RDF
15	Atal Narayan Sahu, Aritra Dutta, Ahmed M. Abdelmoniem, Trambak Banerjee, Marco Canini, Panos Kalnis	Rethinking gradient sparsification as total error minimization.	CoRR	2021	DBLP BibTeX RDF
15	Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz	Time-Correlated Sparsification for Communication-Efficient Federated Learning.	CoRR	2021	DBLP BibTeX RDF
15	Ruoxu Cen, Jason Li 0006, Danupon Nanongkai, Debmalya Panigrahi, Kent Quanrud, Thatchaphol Saranurak	Minimum Cuts in Directed Graphs via Partial Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Mandeep Rathee, Zijian Zhang 0006, Thorben Funke, Megha Khosla, Avishek Anand	Learnt Sparsification for Interpretable Graph Neural Networks.	CoRR	2021	DBLP BibTeX RDF
15	Illia Horenko	Robust learning of data anomalies with analytically-solvable entropic outlier sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Han Yu, Xinping Yi, Giuseppe Caire	Downlink Precoding for DP-UPA FDD Massive MIMO via Multi-Dimensional Active Channel Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Yu Chen 0039, Sanjeev Khanna, Ansh Nagda	Sublinear Time Hypergraph Sparsification via Cut and Edge Sampling Queries.	CoRR	2021	DBLP BibTeX RDF
15	Jerry Li 0001, Allen Liu, Ankur Moitra	Sparsification for Sums of Exponentials and its Algorithmic Applications.	CoRR	2021	DBLP BibTeX RDF
15	Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang 0001	Effective Sparsification of Neural Networks with Global Sparsity Constraint.	CoRR	2021	DBLP BibTeX RDF
15	Ashwinee Panda, Saeed Mahloujifar, Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal	SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Eden Pelleg, Stanislav Zivný	Additive Sparsification of CSPs.	CoRR	2021	DBLP BibTeX RDF
15	Ryan Wickman, Xiaofei Zhang 0002, Weizi Li	SparRL: Graph Sparsification via Deep Reinforcement Learning.	CoRR	2021	DBLP BibTeX RDF
15	Sebastian Forster, Tijn de Vos	Faster Cut Sparsification of Weighted Graphs.	CoRR	2021	DBLP BibTeX RDF
15	Michal Derezinski, Jonathan Lacotte, Mert Pilanci, Michael W. Mahoney	Newton-LESS: Sparsification without Trade-offs for the Sketched Newton Update.	CoRR	2021	DBLP BibTeX RDF
15	Seyed Abolfazl Ghasemzadeh, Erfan Bank Tavakoli, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram	BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Mingming Lu, Ya Zhang	Spatio-Temporal Sparsification for General Robust Graph Convolution Networks.	CoRR	2021	DBLP BibTeX RDF
15	Connor Holmes, Minjia Zhang, Yuxiong He, Bo Wu 0002	NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM.	CoRR	2021	DBLP BibTeX RDF
15	Gabriele Farina, Tuomas Sandholm	Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games.	CoRR	2021	DBLP BibTeX RDF
15	Deeksha Adil, Brian Bullins, Rasmus Kyng, Sushant Sachdeva	Almost-linear-time Weighted p-norm Solvers in Slightly Dense Graphs via Sparsification.	CoRR	2021	DBLP BibTeX RDF
15	Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin 0001, Yuan Xie 0001	Effective Model Sparsification by Scheduled Grow-and-Prune Methods.	CoRR	2021	DBLP BibTeX RDF
15	Amin Kaveh, Matteo Magnani, Christian Rohner	Probabilistic network sparsification with ego betweenness.	Appl. Netw. Sci.	2021	DBLP DOI BibTeX RDF
15	Hamed R. Tavakoli, Joachim Wabnig, Francesco Cricri, Honglei Zhang, Emre Aksu, Iraj Saniee	Hybrid Pruning And Sparsification.	ICIP	2021	DBLP DOI BibTeX RDF
15	Yang Li 0146, Shihao Ji	Dep-L0: Improving L0-Based Network Sparsification via Dependency Modeling.	ECML/PKDD (3)	2021	DBLP DOI BibTeX RDF
15	Haojie Hu, Minli Yao, Fang He, Fenggan Zhang	Graph Neural Sparsification for Hyperspectral Image Classification with Local and Global Consistency.	CIKM Workshops	2021	DBLP BibTeX RDF
15	Parinya Chalermsook, Syamantak Das, Yunbum Kook, Bundit Laekhanukit, Yang P. Liu, Richard Peng, Mark Sellke, Daniel Vaz 0001	Vertex Sparsification for Edge Connectivity.	SODA	2021	DBLP DOI BibTeX RDF
15	Kent Quanrud	Spectral Sparsification of Metrics and Kernels.	SODA	2021	DBLP DOI BibTeX RDF
15	Guihong Wan, Haim Schweitzer	Edge Sparsification for Graphs via Meta-Learning.	ICDE	2021	DBLP DOI BibTeX RDF
15	Pavel Surynek	Sparsification for Fast Optimal Multi-Robot Path Planning in Lazy Compilation Schemes.	IROS	2021	DBLP DOI BibTeX RDF
15	Ruoxu Cen, Jason Li 0006, Danupon Nanongkai, Debmalya Panigrahi, Thatchaphol Saranurak, Kent Quanrud	Minimum Cuts in Directed Graphs via Partial Sparsification.	FOCS	2021	DBLP DOI BibTeX RDF
15	Xin-Yu Zhang, Kai Zhao, Taihong Xiao, Ming-Ming Cheng, Ming-Hsuan Yang 0001	Structured sparsification with joint optimization of group convolution and channel shuffle.	UAI	2021	DBLP BibTeX RDF
15	Eden Pelleg, Stanislav Zivný	Additive Sparsification of CSPs.	ESA	2021	DBLP DOI BibTeX RDF
15	Yu Chen 0039, Sanjeev Khanna, Ansh Nagda	Sublinear Time Hypergraph Sparsification via Cut and Edge Sampling Queries.	ICALP	2021	DBLP DOI BibTeX RDF
15	Ruoxu Cen, Yu Cheng 0002, Debmalya Panigrahi, Kevin Sun 0001	Sparsification of Directed Graphs via Cut Balance.	ICALP	2021	DBLP DOI BibTeX RDF
15	Deeksha Adil, Brian Bullins, Rasmus Kyng, Sushant Sachdeva	Almost-Linear-Time Weighted p-Norm Solvers in Slightly Dense Graphs via Sparsification.	ICALP	2021	DBLP DOI BibTeX RDF
15	Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow	Sparsification via Compressed Sensing for Automatic Speech Recognition.	ICASSP	2021	DBLP DOI BibTeX RDF
15	Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz	Time-Correlated Sparsification for Communication-Efficient Federated Learning.	ISIT	2021	DBLP DOI BibTeX RDF
15	Farhad Farokhi	Gradient Sparsification Can Improve Performance of Differentially-Private Convex Machine Learning.	CDC	2021	DBLP DOI BibTeX RDF
15	Zhiqiang Liu, Wenjian Yu	pGRASS-Solver: A Parallel Iterative Solver for Scalable Power Grid Analysis Based on Graph Spectral Sparsification.	ICCAD	2021	DBLP DOI BibTeX RDF
15	Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang 0001	Effective Sparsification of Neural Networks With Global Sparsity Constraint.	CVPR	2021	DBLP BibTeX RDF
15	Yongming Rao, Wenliang Zhao, Benlin Liu, Jiwen Lu, Jie Zhou 0001, Cho-Jui Hsieh	DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification.	NeurIPS	2021	DBLP BibTeX RDF
15	Xiao Zhou, Weizhong Zhang, Zonghao Chen, Shizhe Diao, Tong Zhang 0001	Efficient Neural Network Training via Forward and Backward Propagation Sparsification.	NeurIPS	2021	DBLP BibTeX RDF
15	Michal Derezinski, Jonathan Lacotte, Mert Pilanci, Michael W. Mahoney	Newton-LESS: Sparsification without Trade-offs for the Sketched Newton Update.	NeurIPS	2021	DBLP BibTeX RDF
15	Connor Holmes, Minjia Zhang, Yuxiong He, Bo Wu 0002	NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM.	NeurIPS	2021	DBLP BibTeX RDF
15	Atal Narayan Sahu, Aritra Dutta, Ahmed M. Abdelmoniem, Trambak Banerjee, Marco Canini, Panos Kalnis	Rethinking gradient sparsification as total error minimization.	NeurIPS	2021	DBLP BibTeX RDF
15	Michael Kapralov, Robert Krauthgamer, Jakab Tardos, Yuichi Yoshida	Towards tight bounds for spectral sparsification of hypergraphs.	STOC	2021	DBLP DOI BibTeX RDF
15	Xin Yuan, Pedro Henrique Pamplona Savarese, Michael Maire	Growing Efficient Deep Networks by Structured Continuous Sparsification.	ICLR	2021	DBLP BibTeX RDF
15	Rui Hu 0005, Yanmin Gong 0001, Yuanxiong Guo	Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization.	IJCAI	2021	DBLP DOI BibTeX RDF
15	Yue Ming 0001, Hao Fu, Yibo Jiang, Hui Yu 0001	Variational Bayesian Group-Level Sparsification for Knowledge Distillation.	IEEE Access	2020	DBLP DOI BibTeX RDF
15	Tao Li 0031, Wencong Jiao, Li-Na Wang, Guoqiang Zhong 0001	Automatic DenseNet Sparsification.	IEEE Access	2020	DBLP DOI BibTeX RDF
15	Frank-Michael Schleif, Christoph Raab, Peter Tiño	Sparsification of core set models in non-metric supervised learning.	Pattern Recognit. Lett.	2020	DBLP DOI BibTeX RDF
15	Sergio García-Vega, E. A. León-Gómez, Germán Castellanos-Domínguez	A time-series prediction framework using sequential learning algorithms and dimensionality reduction within a sparsification approach.	Pattern Recognit. Lett.	2020	DBLP DOI BibTeX RDF
15	Martin Imre, Jun Tao 0002, Yongyu Wang, Zhiqiang Zhao, Zhuo Feng, Chaoli Wang 0001	Spectrum-preserving sparsification for visualization of big graphs.	Comput. Graph.	2020	DBLP DOI BibTeX RDF
15	Silvia Butti, Stanislav Zivný	Sparsification of Binary CSPs.	SIAM J. Discret. Math.	2020	DBLP DOI BibTeX RDF
15	Gramoz Goranci, Monika Henzinger, Pan Peng 0001	Improved Guarantees for Vertex Sparsification in Planar Graphs.	SIAM J. Discret. Math.	2020	DBLP DOI BibTeX RDF
15	André A. Bueno, Magno T. M. Silva	Gram-Schmidt-Based Sparsification for Kernel Dictionary.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
15	Washington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha 0001	Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling.	Inf. Process. Manag.	2020	DBLP DOI BibTeX RDF
15	Debraj Basu 0001, Deepesh Data, Can Karakus, Suhas N. Diggavi	Qsparse-Local-SGD: Distributed SGD With Quantization, Sparsification, and Local Computations.	IEEE J. Sel. Areas Inf. Theory	2020	DBLP DOI BibTeX RDF
15	Zhuo Feng	GRASS: Graph Spectral Sparsification Leveraging Scalable Spectral Perturbation Analysis.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2020	DBLP DOI BibTeX RDF
15	Dean Doron, Jack Murtagh, Salil P. Vadhan, David Zuckerman	Spectral Sparsification via Bounded-Independence Sampling.	Electron. Colloquium Comput. Complex.	2020	DBLP BibTeX RDF
15	Ming-Jun Lai, Jiaxin Xie, Zhiqiang Xu	Graph Sparsification by Universal Greedy Algorithms.	CoRR	2020	DBLP BibTeX RDF
15	Sergio Mercado, Marcos Villagra	Bounds on the Spectral Sparsification of Symmetric and Off-Diagonal Nonnegative Real Matrices.	CoRR	2020	DBLP BibTeX RDF
15	Prashant Shekhar, Abani K. Patra	Hierarchical regularization networks for sparsification based learning on noisy datasets.	CoRR	2020	DBLP BibTeX RDF
15	Greg Bodwin	Some General Structure for Extremal Sparsification Problems.	CoRR	2020	DBLP BibTeX RDF
15	Xin Yuan, Pedro Savarese, Michael Maire	Growing Efficient Deep Networks by Structured Continuous Sparsification.	CoRR	2020	DBLP BibTeX RDF
15	Ruoxu Cen, Yu Cheng 0002, Debmalya Panigrahi, Kevin Sun 0001	Sparsification of Directed Graphs via Cut Balance.	CoRR	2020	DBLP BibTeX RDF
15	Noga Alon, Sepehr Assadi	Palette Sparsification Beyond (Δ+1) Vertex Coloring.	CoRR	2020	DBLP BibTeX RDF
15	Dean Doron, Jack Murtagh, Salil P. Vadhan, David Zuckerman	Spectral Sparsification via Bounded-Independence Sampling.	CoRR	2020	DBLP BibTeX RDF
15	Ying Zhang, Zhiqiang Zhao, Zhuo Feng	SF-GRASS: Solver-Free Graph Spectral Sparsification.	CoRR	2020	DBLP BibTeX RDF
15	Artem Ryzhikov, Denis Derkach, Mikhail Hushchyn	Variational Dropout Sparsification for Particle Identification speed-up.	CoRR	2020	DBLP BibTeX RDF
15	Ivan Nazarov, Evgeny Burnaev	Bayesian Sparsification Methods for Deep Complex-valued Networks.	CoRR	2020	DBLP BibTeX RDF
15	Yang P. Liu	Vertex Sparsification for Edge Connectivity in Polynomial Time.	CoRR	2020	DBLP BibTeX RDF
15	Nikolai Krivulin	Complete solution of tropical vector inequalities using matrix sparsification.	CoRR	2020	DBLP BibTeX RDF
15	Pengchao Han, Shiqiang Wang 0001, Kin K. Leung	Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach.	CoRR	2020	DBLP BibTeX RDF
15	Nir Goren, Dan Halperin, Sivan Toledo	Geometric Sparsification of Closeness Relations: Eigenvalue Clustering for Computing Matrix Functions.	CoRR	2020	DBLP BibTeX RDF
15	Parinya Chalermsook, Syamantak Das, Bundit Laekhanukit, Yunbum Kook, Yang P. Liu, Richard Peng, Mark Sellke, Daniel Vaz 0001	Vertex Sparsification for Edge Connectivity.	CoRR	2020	DBLP BibTeX RDF
15	Xin-Yu Zhang, Kai Zhao, Taihong Xiao, Ming-Ming Cheng, Ming-Hsuan Yang 0001	Model-Agnostic Structured Sparsification with Learnable Channel Shuffle.	CoRR	2020	DBLP BibTeX RDF
15	Rakshith Sharma Srinivasa, Cao Xiao, Lucas Glass, Justin Romberg, Jimeng Sun 0001	Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification.	CoRR	2020	DBLP BibTeX RDF
15	Masha Itkina, Boris Ivanovic, Ransalu Senanayake, Mykel J. Kochenderfer, Marco Pavone 0001	Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders.	CoRR	2020	DBLP BibTeX RDF
15	Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan 0001, Daniel Hu, Ang Li 0005, Hai Li 0001, Yiran Chen 0001	Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification.	CoRR	2020	DBLP BibTeX RDF
15	Yemao Xu, Dezun Dong, Yawei Zhao, Weixia Xu, Xiangke Liao	ssd-sgd: communication sparsification for distributed deep learning training.	CoRR	2020	DBLP BibTeX RDF
15	Hubie Chen, Bart M. P. Jansen, Karolina Okrasa, Astrid Pieterse, Pawel Rzazewski	Sparsification Lower Bounds for List H-Coloring.	CoRR	2020	DBLP BibTeX RDF
15	Hang-Yang Wu, Yi-Ling Chen 0002	Graph Sparsification with Generative Adversarial Network.	CoRR	2020	DBLP BibTeX RDF
15	Antares Chen, Jonathan Shi, Luca Trevisan	Cut Sparsification of the Clique Beyond the Ramanujan Bound.	CoRR	2020	DBLP BibTeX RDF
15	Farhad Farokhi	Gradient Sparsification Can Improve Performance of Differentially-Private Convex Machine Learning.	CoRR	2020	DBLP BibTeX RDF