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Extragradient with Positive Momentum is Optimal for Games with Cross-Shaped Jacobian Spectrum


Nov 09, 2022
Junhyung Lyle Kim, Gauthier Gidel, Anastasios Kyrillidis, Fabian Pedregosa


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Cold Start Streaming Learning for Deep Networks


Nov 09, 2022
Cameron R. Wolfe, Anastasios Kyrillidis

* 52 pages, 7 figures, pre-print 

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Strong Lottery Ticket Hypothesis with $\varepsilon$--perturbation


Oct 29, 2022
Zheyang Xiong, Fangshuo Liao, Anastasios Kyrillidis


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LOFT: Finding Lottery Tickets through Filter-wise Training


Oct 28, 2022
Qihan Wang, Chen Dun, Fangshuo Liao, Chris Jermaine, Anastasios Kyrillidis


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Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout


Oct 28, 2022
Chen Dun, Mirian Hipolito, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis


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DPMS: An ADD-Based Symbolic Approach for Generalized MaxSAT Solving


May 08, 2022
Anastasios Kyrillidis, Moshe Y. Vardi, Zhiwei Zhang


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Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography


Mar 22, 2022
Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis


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PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication


Mar 20, 2022
Cheng Wan, Youjie Li, Cameron R. Wolfe, Anastasios Kyrillidis, Nam Sung Kim, Yingyan Lin

* ICLR 2022 

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No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds


Mar 04, 2022
Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard Baraniuk

* Accepted for ICASSP 2022, 8 figures, 1 table 

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i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery


Dec 07, 2021
Cameron R. Wolfe, Anastasios Kyrillidis

* 27 pages, 4 figures 

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