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Workshop
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There Are Fewer Facts Than Words: Communication With A Growing Complexity
Lukasz Debowski
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Workshop
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Science Communications for Explainable AI (XAI)
Simon Hudson · Matija Franklin
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Poster
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Tue 14:00
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Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
Shuoguang Yang · Xuezhou Zhang · Mengdi Wang
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Poster
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Distributed Online Convex Optimization with Compressed Communication
Zhipeng Tu · Xi Wang · Yiguang Hong · Lei Wang · Deming Yuan · Guodong Shi
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Workshop
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FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning
Yuanhao Xiong · Ruochen Wang · Minhao Cheng · Felix Yu · Cho-Jui Hsieh
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Poster
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Thu 14:00
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Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data
Yusuke Tanaka · Tomoharu Iwata · naonori ueda
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Poster
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Thu 14:00
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Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning
Grigory Malinovsky · Kai Yi · Peter Richtarik
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Workshop
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Counterfactual Generation Under Confounding
Abbavaram Gowtham Reddy · Saloni Dash · Amit Sharma · Vineeth N Balasubramanian
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Workshop
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Refined Convergence and Topology Learning for Decentralized Optimization with Heterogeneous Data
Batiste Le bars · Aurélien Bellet · Marc Tommasi · Erick Lavoie · Anne-marie Kermarrec
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Poster
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Thu 9:00
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Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion
Atsutoshi Kumagai · Tomoharu Iwata · Yasutoshi Ida · Yasuhiro Fujiwara
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Poster
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Thu 9:00
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Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
Abdurakhmon Sadiev · Dmitry Kovalev · Peter Richtarik
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Poster
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Wed 14:00
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Stochastic Multiple Target Sampling Gradient Descent
Hoang Phan · Ngoc Tran · Trung Le · Toan Tran · Nhat Ho · Dinh Phung
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