Optimization

Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schrödinger Equation NeurIPS 2023 Weakly Coupled Deep Q-Networks NeurIPS 2023 What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023 What Is Missing in IRM Training and Evaluation? Challenges and Solutions ICLR 2023 What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models NeurIPS 2023 What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization IJCAI 2023 What Makes Convolutional Models Great on Long Sequence Modeling? ICLR 2023 When Do Curricula Work in Federated Learning? ICCV 2023 When Does Confidence-Based Cascade Deferral Suffice? NeurIPS 2023 When do Minimax-fair Learning and Empirical Risk Minimization Coincide? ICML 2023 When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario ACL 2023 When to Make and Break Commitments? ICLR 2023 Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning ICLR 2023 White-Box Transformers via Sparse Rate Reduction NeurIPS 2023 Why Does Sharpness-Aware Minimization Generalize Better Than SGD? NeurIPS 2023 “Why Not Looking backward?” A Robust Two-Step Method to Automatically Terminate Bayesian Optimization NeurIPS 2023 Wiener Guided DIP for Unsupervised Blind Image Deconvolution WACV 2023 Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model NeurIPS 2023 Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms ICLR 2023 WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting NeurIPS 2023 Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis NeurIPS 2023 X-NeRF: Explicit Neural Radiance Field for Multi-Scene 360deg Insufficient RGB-D Views WACV 2023 Yes, we CANN: Constrained Approximate Nearest Neighbors for Local Feature-Based Visual Localization ICCV 2023 Zero-Cost Operation Scoring in Differentiable Architecture Search AAAI 2023 Zero-Regret Performative Prediction Under Inequality Constraints NeurIPS 2023