Optimization

Online Linear Regression in Dynamic Environments via Discounting ICML 2024 Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning ICML 2024 Online Resource Allocation with Non-Stationary Customers ICML 2024 Online Stabilization of Spiking Neural Networks ICLR 2024 Online Structured Prediction with Fenchel–Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss COLT 2024 Only Strict Saddles in the Energy Landscape of Predictive Coding Networks? NeurIPS 2024 On Measuring Context Utilization in Document-Level MT Systems EACL 2024 On Multi-Armed Bandit with Impatient Arms ICML 2024 On Optimal Tradeoffs between EFX and Nash Welfare AAAI 2024 On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods AAAI 2024 On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization ICML 2024 On Sampling Strategies for Spectral Model Sharding NeurIPS 2024 On Socially Fair Low-Rank Approximation and Column Subset Selection NeurIPS 2024 On Softmax Direct Preference Optimization for Recommendation NeurIPS 2024 On Stationary Point Convergence of PPO-Clip ICLR 2024 On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling AAAI 2024 On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection ICLR 2024 On the calibration of powerset speaker diarization models Interspeech 2024 On the Complexity of Finite-Sum Smooth Optimization under the Polyak–Łojasiewicz Condition ICML 2024 On The Complexity of First-Order Methods in Stochastic Bilevel Optimization ICML 2024 On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024 On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport JMLR 2024 On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity ICML 2024 On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm CVPR 2024 On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024