Mathematics & Optimization

Active Treatment Effect Estimation via Limited Samples ICML 2025 Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning ICML 2025 Adaptive backtracking line search ICLR 2025 Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback JMLR 2025 Adaptive Control of Positive Systems with Application to Learning SSP L4DC 2025 Adaptive Convergence Rates for Log-Concave Maximum Likelihood AISTATS 2025 Adaptive Data Collection for Robust Learning Across Multiple Distributions ICML 2025 Adaptive Energy Alignment for Accelerating Test-Time Adaptation ICLR 2025 Adaptive Estimation and Learning under Temporal Distribution Shift ICML 2025 Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design AAAI 2025 Adaptive Exploration for Multi-Reward Multi-Policy Evaluation ICML 2025 Adaptive Extragradient Methods for Root-finding Problems under Relaxed Assumptions AISTATS 2025 Adaptive Manipulation for Coalitions in Knockout Tournaments AAAI 2025 Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce AAAI 2025 Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training CVPR 2025 Adaptive Sample Sharing for Multi Agent Linear Bandits ICML 2025 Adaptive Threshold Sampling for Pure Exploration in Submodular Bandits UAI 2025 Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation AAAI 2025 Addressing Misspecification in Simulation-based Inference through Data-driven Calibration ICML 2025 A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds JMLR 2025 ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025 Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization JMLR 2025 ADMM for Nonconvex Optimization under Minimal Continuity Assumption ICLR 2025 ADMM for Structured Fractional Minimization ICLR 2025 Adversarial Combinatorial Semi-bandits with Graph Feedback ICML 2025