{"total":26,"rows":[{"id":"2106.06885","title":"Online Learning with Optimism and Delay","created":"2021-06-13","cited_by_count":33,"area":null},{"id":"2203.16462","title":"Convergence of gradient descent for deep neural networks","created":"2022-03-30","cited_by_count":24,"area":null},{"id":"2106.13792","title":"Proxy Convexity: A Unified Framework for the Analysis of Neural Networks Trained by Gradient Descent","created":"2021-06-25","cited_by_count":21,"area":null},{"id":"2205.12856","title":"Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function","created":"2022-05-25","cited_by_count":20,"area":null},{"id":"2104.05245","title":"Distributed Learning Systems with First-order Methods","created":"2021-04-12","cited_by_count":17,"area":null},{"id":"2109.04522","title":"Asynchronous Iterations in Optimization: New Sequence Results and Sharper Algorithmic Guarantees","created":"2021-09-09","cited_by_count":17,"area":null},{"id":"2112.02856","title":"Doubly Optimal No-Regret Online Learning in Strongly Monotone Games with Bandit Feedback","created":"2021-12-06","cited_by_count":15,"area":null},{"id":"2210.16105","title":"Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout","created":"2022-10-28","cited_by_count":12,"area":null},{"id":"2202.08550","title":"Delay-adaptive step-sizes for asynchronous learning","created":"2022-02-17","cited_by_count":11,"area":null},{"id":"2410.12455","title":"Loss Landscape Characterization of Neural Networks without Over-Parametrization","created":"2024-10-16","cited_by_count":8,"area":null},{"id":"2201.04545","title":"On generalization bounds for deep networks based on loss surface implicit regularization","created":"2022-01-12","cited_by_count":5,"area":null},{"id":"2209.00771","title":"Optimizing the Performative Risk under Weak Convexity Assumptions","created":"2022-09-02","cited_by_count":5,"area":null},{"id":"2211.08980","title":"Asynchronous Gradient Play in Zero-Sum Multi-agent Games","created":"2022-11-16","cited_by_count":5,"area":null},{"id":"2102.13244","title":"Cyclic Coordinate Dual Averaging with Extrapolation","created":"2021-02-26","cited_by_count":3,"area":null},{"id":"2201.11183","title":"A dual approach for federated learning","created":"2022-01-26","cited_by_count":3,"area":null},{"id":"2303.16279","title":"Accelerated Cyclic Coordinate Dual Averaging with Extrapolation for Composite Convex Optimization","created":"2023-03-28","cited_by_count":3,"area":null},{"id":"2404.14758","title":"Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients","created":"2024-04-23","cited_by_count":3,"area":null},{"id":"2109.04228","title":"Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence","created":"2021-09-09","cited_by_count":2,"area":null},{"id":"2208.03134","title":"Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning","created":"2022-08-04","cited_by_count":2,"area":null},{"id":"2401.09651","title":"Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning","created":"2024-01-17","cited_by_count":1,"area":null},{"id":"2112.04101","title":"Learning Linear Models Using Distributed Iterative Hessian Sketching","created":"2021-12-08","cited_by_count":0,"area":null},{"id":"2201.09483","title":"A Machine Learning Framework for Distributed Functional Compression over Wireless Channels in IoT","created":"2022-01-24","cited_by_count":0,"area":null},{"id":"2306.06715","title":"FedDec: Peer-to-peer Aided Federated Learning","created":"2023-06-11","cited_by_count":0,"area":null},{"id":"2308.14783","title":"Distributed Dual Coordinate Ascent with Imbalanced Data on a General Tree Network","created":"2023-08-28","cited_by_count":0,"area":null},{"id":"2408.12888","title":"Accelerated Markov Chain Monte Carlo Using Adaptive Weighting Scheme","created":"2024-08-23","cited_by_count":0,"area":null},{"id":"2609.25501","title":"Continuous Optimization for p-adic Models","created":"2026-09-21","cited_by_count":0,"area":null}],"next_cursor":null}