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Parallel Restarted SPIDER - Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity.

, , , , и . CoRR, (2019)

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Prashant Sinha

Intermediate states in bivalent ion induced shrinking of polyacrylate coils on surfaces and in solution. TU Dresden, (2009)

Prashant Duraphe

Prashant Khapane

Prashant Batra

Prashant Gogia

 

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On Sequential Random Distortion Testing of Non-Stationary Processes., , , и . ICASSP, стр. 3944-3948. IEEE, (2018)On Distributed Stochastic Gradient Descent for Nonconvex Functions in the Presence of Byzantines., , , и . ICASSP, стр. 3137-3141. IEEE, (2020)A Momentum-Assisted Single-Timescale Stochastic Approximation Algorithm for Bilevel Optimization., , , , , и . CoRR, (2021)Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization., , , , , и . CoRR, (2021)FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks., , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 32304-32330. PMLR, (2023)An Implicit Gradient-Type Method for Linearly Constrained Bilevel Problems., , и . ICASSP, стр. 5438-5442. IEEE, (2022)FedAvg for Minimizing Polyak-Łojasiewicz Objectives: The Interpolation Regime., , и . ACSSC, стр. 607-613. IEEE, (2023)Joint Collaboration and Compression Design for Random Signal Detection in Wireless Sensor Networks., , , , и . IEEE Signal Process. Lett., (2021)Byzantine Resilient Non-Convex SVRG with Distributed Batch Gradient Computations., , , и . CoRR, (2019)An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning., , , , , и . CoRR, (2023)