Showing 1–20 of 65 results
/ Date/ Name
May 15, 2020Momentum with Variance Reduction for Nonconvex Composition OptimizationFeb 3, 2023Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNNDec 19, 2023Efficient Title Reranker for Fast and Improved Knowledge-Intense NLPMar 23, 2024ARO: Large Language Model Supervised Robotics Text2Skill Autonomous LearningSep 26, 2025On the differentiability of the local time of the ($1+β$)-stable super-Brownian motionSep 8, 2021Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time AnalysisJun 10, 2025A Topic Modeling Analysis of Stigma Dimensions, Social, and Related Behavioral Circumstances in Clinical Notes Among Patients with HIVOct 24, 2020Neural Networked Assisted Tree Search for the Personnel Rostering ProblemMar 6, 2023Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex OptimizationDec 22, 2021Accelerated Proximal Alternating Gradient-Descent-Ascent for Nonconvex Minimax Machine LearningSep 22, 2020FedCluster: Boosting the Convergence of Federated Learning via Cluster-CyclingJun 15, 2022Streaming non-autoregressive model for any-to-many voice conversionOct 14, 2021A Cubic Regularization Approach for Finding Local Minimax Points in Nonconvex Minimax OptimizationMar 18, 2024Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart FailureOct 6, 2025Zeroth-Order Methods for Stochastic Nonconvex Nonsmooth Composite OptimizationOct 6, 2025Achieve Performatively Optimal Policy for Performative Reinforcement LearningFeb 11, 2026Provably Efficient Algorithms for S- and Non-Rectangular Robust MDPs with General ParameterizationJan 29, 2022The HCCL-DKU system for fake audio generation task of the 2022 ICASSP ADD ChallengeMar 24, 2021Multi-Agent Off-Policy TD Learning: Finite-Time Analysis with Near-Optimal Sample Complexity and Communication ComplexityOct 7, 2025Provably Mitigating Corruption, Overoptimization, and Verbosity Simultaneously in Offline and Online RLHF/DPO Alignment