 Nesterov acceleration in benignly non-convex landscapesInternational Conference on Learning Representations (ICLR), 2024 |
 Accelerated stochastic approximation with state-dependent noiseMathematical programming (Math. Program.), 2023 |
 Adaptive Step-Size Methods for Compressed SGDIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 |
 Nesterov Accelerated Shuffling Gradient Method for Convex OptimizationInternational Conference on Machine Learning (ICML), 2022 |
 An Even More Optimal Stochastic Optimization Algorithm: Minibatching and
Interpolation LearningNeural Information Processing Systems (NeurIPS), 2021 |
 A Unified Analysis of First-Order Methods for Smooth Games via Integral
Quadratic ConstraintsJournal of machine learning research (JMLR), 2020 |
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 Painless Stochastic Gradient: Interpolation, Line-Search, and
Convergence RatesNeural Information Processing Systems (NeurIPS), 2019 |
