Optimization

Piecewise-Stationary Bandits with Knapsacks NeurIPS 2024 PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF CVPR 2024 PILOT: An O(1/K)-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation ICLR 2024 PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NeurIPS 2024 PINNACLE: PINN Adaptive ColLocation and Experimental points selection ICLR 2024 Pipeline Parallelism with Controllable Memory NeurIPS 2024 Plug-and-Play: An Efficient Post-training Pruning Method for Large Language Models ICLR 2024 Plug-and-Play image restoration with Stochastic deNOising REgularization ICML 2024 Plum: Prompt Learning using Metaheuristics ACL 2024 PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024 PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification AAAI 2024 PointMamba: A Simple State Space Model for Point Cloud Analysis NeurIPS 2024 Policy Mirror Descent with Lookahead NeurIPS 2024 Policy Optimization for Robust Average Reward MDPs NeurIPS 2024 Polynomial-based Self-Attention for Table Representation Learning ICML 2024 Polynomial-Time Computation of Exact Φ-Equilibria in Polyhedral Games NeurIPS 2024 PolyWER: A Holistic Evaluation Framework for Code-Switched Speech Recognition EMNLP 2024 Pontryagin neural operator for solving general-sum differential games with parametric state constraints L4DC 2024 Poor-Supervised Evaluation for SuperLLM via Mutual Consistency ACL 2024 PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION ICLR 2024 PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024 PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness EMNLP 2024 Position: Leverage Foundational Models for Black-Box Optimization ICML 2024 Position: Optimization in SciML Should Employ the Function Space Geometry ICML 2024 Positive Concave Deep Equilibrium Models ICML 2024