No-regret dynamics in the Fenchel game: a unified framework for algorithmic convex optimization von Wang, Jun-Kun, Abernethy, Jacob, Levy, Kfir Y.

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Unified Inter and Intra Options Learning Using Policy Gradient Methods von Levy, Kfir Y., Shimkin, Nahum

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SLowcal-SGD: Slow Query Points Improve Local-SGD for Stochastic Convex Optimization von Levy, Kfir Y

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mu^2$-SGD: Stable Stochastic Optimization via a Double Momentum Mechanism von Levy, Kfir Y

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Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems von Reshef, Roie, Levy, Kfir Y

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Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training von Dahan, Tehila, Levy, Kfir Y

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Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers von Dorfman, Ron, Yehya, Naseem, Levy, Kfir Y

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Adapting to Mixing Time in Stochastic Optimization with Markovian Data von Dorfman, Ron, Levy, Kfir Y

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SLowcal-SGD: Slow Query Points Improve Local-SGD for Stochastic Convex Optimization von Levy, Kfir Y

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(\mu^2\)-SGD: Stable Stochastic Optimization via a Double Momentum Mechanism von Levy, Kfir Y

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Online Meta-Learning in Adversarial Multi-Armed Bandits von Osadchiy, Ilya, Levy, Kfir Y, Meir, Ron

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Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems von Reshef, Roie, Levy, Kfir Y

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Robust Linear Regression for General Feature Distribution von Norman, Tom, Weinberger, Nir, Levy, Kfir Y

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Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training von Dahan, Tehila, Levy, Kfir Y

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STORM+: Fully Adaptive SGD with Momentum for Nonconvex Optimization von Levy, Kfir Y, Kavis, Ali, Cevher, Volkan

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DoCoFL: Downlink Compression for Cross-Device Federated Learning von Dorfman, Ron, Vargaftik, Shay, Ben-Itzhak, Yaniv, Levy, Kfir Y

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Adapting to Mixing Time in Stochastic Optimization with Markovian Data von Dorfman, Ron, Levy, Kfir Y

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On the Global Convergence of Policy Gradient in Average Reward Markov Decision Processes von Kumar, Navdeep, Murthy, Yashaswini, Shufaro, Itai, Levy, Kfir Y, Srikant, R, Mannor, Shie

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A Universal Algorithm for Variational Inequalities Adaptive to Smoothness and Noise von Bach, Francis, Levy, Kfir Y

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Online to Offline Conversions, Universality and Adaptive Minibatch Sizes von Levy, Kfir Y

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