Continuous Optimization

Quantum Non-Linear Bandit Optimization AAAI 2026 Renormalization Group Guided Tensor Network Structure Search AAAI 2026 Robust High-Order Tensor Compressive Sensing Based on M-Estimators AAAI 2026 S-D-RSM: Stochastic Distributed Regularized Splitting Method for Large-Scale Convex Optimization Problems AAAI 2026 Superior Runtime Guarantees for the MOEA/D Multi-Objective Optimizer via Weighted-Sum Decomposition AAAI 2026 The Power of Initial Investigation in Audit Games AAAI 2026 Towards Fast and Scalable Normal Integration using Continuous Components WACV 2026 Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation AAAI 2026 Universal Safety Controllers with Learned Prophecies AAAI 2026 3D Student Splatting and Scooping CVPR 2025 A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025 A Biconvex Method for Minimum-Time Motion Planning Through Sequences of Convex Sets RSS 2025 Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large p ICML 2025 A Bregman Proximal Viewpoint on Neural Operators ICML 2025 Accelerating optimization over the space of probability measures JMLR 2025 Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators ICML 2025 Accelerating Spectral Clustering under Fairness Constraints ICML 2025 Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks ICML 2025 A Complete Algorithm for Optimization Modulo Nonlinear Real Arithmetic AAAI 2025 A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD ICML 2025 A Continuous-time Tractable Model for Present-biased Agents AAAI 2025 Active Learning with Selective Time-Step Acquisition for PDEs ICML 2025 Active Treatment Effect Estimation via Limited Samples ICML 2025 Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning ICML 2025 Adaptive Estimation and Learning under Temporal Distribution Shift ICML 2025