Showing 1–20 of 21 results
/ Date/ Name
May 18, 2021Sample Efficient Linear Meta-Learning by Alternating MinimizationNov 8, 2018Robustness of Conditional GANs to Noisy LabelsFeb 20, 2014Sub-Modularity of Waterfilling with Applications to Online Basestation AllocationJan 19, 2022Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax OptimizationJun 14, 2019InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANsJun 9, 2019Robust conditional GANs under missing or uncertain labelsJul 2, 2019Efficient Algorithms for Smooth Minimax OptimizationOct 5, 2020Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe MethodDec 27, 2024Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-WolfeJun 5, 2025Zeroth-Order Optimization Finds Flat MinimaJul 31, 2023Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcityNov 4, 2025ConMeZO: Adaptive Descent-Direction Sampling for Gradient-Free Finetuning of Large Language ModelsJan 20, 2024Accelerating Sinkhorn Algorithm with Sparse Newton IterationsMar 8, 2024A Sinkhorn-type Algorithm for Constrained Optimal TransportAug 19, 2025RewardRank: Optimizing True Learning-to-Rank UtilityJun 1, 2022Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax OptimizationOct 14, 2023DPZero: Private Fine-Tuning of Language Models without BackpropagationAug 16, 2021FedChain: Chained Algorithms for Near-Optimal Communication Cost in Federated LearningMar 10, 2018Attention-based Graph Neural Network for Semi-supervised LearningFeb 12, 2021Efficient Algorithms for Federated Saddle Point Optimization