Optimization

Probability Guided Loss for Long-Tailed Multi-Label Image Classification AAAI 2023 Progressive Learning for Physics-informed Neural Motion Planning RSS 2023 Progressively Optimized Local Radiance Fields for Robust View Synthesis CVPR 2023 Progressive Spatio-Temporal Alignment for Efficient Event-Based Motion Estimation CVPR 2023 Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023 Projection-Free Methods for Solving Nonconvex-Concave Saddle Point Problems NeurIPS 2023 Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem NeurIPS 2023 Projection-Free Online Convex Optimization via Efficient Newton Iterations NeurIPS 2023 Projective Proximal Gradient Descent for Nonconvex Nonsmooth Optimization: Fast Convergence Without Kurdyka-Lojasiewicz (KL) Property ICLR 2023 Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning ICML 2023 Proper Losses for Discrete Generative Models ICML 2023 Proper Losses, Moduli of Convexity, and Surrogate Regret Bounds COLT 2023 Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023 Provable Data Subset Selection For Efficient Neural Networks Training ICML 2023 Provable Reset-free Reinforcement Learning by No-Regret Reduction ICML 2023 Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation ICML 2023 Provably Efficient Generalized Lagrangian Policy Optimization for Safe Multi-Agent Reinforcement Learning L4DC 2023 Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation ACML 2023 Provably Sample-Efficient Model-Free Algorithm for MDPs with Peak Constraints JMLR 2023 Proximal Splitting Adversarial Attack for Semantic Segmentation CVPR 2023 Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization AAAI 2023 ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023 Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation ICCV 2023 Pruning Pre-trained Language Models with Principled Importance and Self-regularization ACL 2023 Pruning via Sparsity-indexed ODE: a Continuous Sparsity Viewpoint ICML 2023