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Fast Distributed Training of Deep Neural Networks: Dynamic Communication Thresholding for Model and Data Parallelism., , , , , , , , and . CoRR, (2020)Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits., , , , , , and . CoRR, (2021)Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning., , , , and . CoRR, (2020)The empirical optimal envelope and its application to local mean decomposition., , , , , and . Digit. Signal Process., (2019)Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems., , , , , , , , , and 1 other author(s). CoRR, (2024)Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization., , , , and . CoRR, (2019)Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis., , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 7857-7866. PMLR, (2020)On the statistical rate of nonlinear recovery in generative models with heavy-tailed data., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 6697-6706. PMLR, (2019)Power Aware Wireless File Downloading: A Lyapunov Indexing Approach to A Constrained Restless Bandit Problem., and . CoRR, (2015)Delay Optimal Power Aware Opportunistic Scheduling with Mutual Information Accumulation., and . CoRR, (2015)