Optimization

Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024 Communication Efficient Distributed Newton Method over Unreliable Networks AAAI 2024 Component Fourier Neural Operator for Singularly Perturbed Differential Equations AAAI 2024 Conformal Inverse Optimization NeurIPS 2024 Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024 Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence AAAI 2024 Constrained Binary Decision Making NeurIPS 2024 Contextual Linear Optimization with Bandit Feedback NeurIPS 2024 Convergence Analysis of Inexact Over-relaxed ADMM via Dissipativity Theory ACML 2024 Convergence for nonconvex ADMM, with applications to CT imaging JMLR 2024 Data Summarization via Bilevel Optimization JMLR 2024 Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold ICLR 2024 Decentralized Sum-of-Nonconvex Optimization AAAI 2024 Decision-Making for Land Conservation: A Derivative-Free Optimization Framework with Nonlinear Inputs AAAI 2024 DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization ICLR 2024 DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection NeurIPS 2024 Deep Plug-and-Play Nighttime Non-Blind Deblurring With Saturated Pixel Handling Schemes WACV 2024 Diffeomorphic interpolation for efficient persistence-based topological optimization NeurIPS 2024 Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous and Instruction-guided Driving CVPR 2024 Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NeurIPS 2024 Dual Lagrangian Learning for Conic Optimization NeurIPS 2024 Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors AAAI 2024 Efficient Constraint Generation for Stochastic Shortest Path Problems AAAI 2024 Efficient Continual Finite-Sum Minimization ICLR 2024 Efficient Dataset Distillation via Minimax Diffusion CVPR 2024