Mathematics & Optimization

Deep Q-Learning on Hölder Spaces COLT 2026 Density estimation for Hellinger via minimum-distance estimators: mixtures of Gaussians, log-concave, and more COLT 2026 Den-TP: A Density-Balanced Data Curation and Evaluation Framework for Trajectory Prediction CVPR 2026 Designing Algorithms for Entropic Optimal Transport from an Optimisation Perspective ALT 2026 Designing Optimal Mechanisms to Locate Facilities with Insufficient Capacity for Bayesian Agents AAAI 2026 Deviation Dynamics in Cardinal Hedonic Games AAAI 2026 Differentiable Sparse Identification of Lagrangian Dynamics AAAI 2026 Differentiable Stroke Planning with Dual Parameterization for Efficient and High-Fidelity Painting Creation CVPR 2026 Differentially Private Bilevel Optimization ALT 2026 Differentially Private Linear Programming: Reduced Sub-Optimality and Guaranteed Constraint Satisfaction AAAI 2026 Diffusion-Network Alignment: An Efficient Algorithm and Explicit Probability Bounds COLT 2026 Discounted Cuts: A Stackelberg Approach to Network Disruption AAAI 2026 Distributionally Robust Regret Optimal Control Under Moment-Based Ambiguity Sets L4DC 2026 Diversity of Structured Domains via k-Kemeny Scores AAAI 2026 Dividing Indivisible Items for the Benefit of All: It Is Hard to Be Fair Without Social Awareness AAAI 2026 Dual Ascent Diffusion for Inverse Problems CVPR 2026 Dual Band Thermal Videography: Separating Time-Varying Reflection and Emission Near Ambient Conditions CVPR 2026 Dynamic Black-hole Emission Tomography with Physics-informed Neural Fields CVPR 2026 Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models ACL 2026 ECO: Energy-Constrained Operator Learning for Chaotic Dynamics with Boundedness Guarantees L4DC 2026 ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions AAAI 2026 Efficient and Reliable Hitting-Set Computations for the Implicit Hitting Set Approach AAAI 2026 Efficient Chromosome Parallelization for Precision Medicine Genomic Workflows AAAI 2026 Efficient Contextual Bandit Learning via Reward-Space Sampling and Online Optimization (Student Abstract) AAAI 2026 Efficient Few-Step Solution Generation via Discrete Flow Matching for Combinatorial Optimization AAAI 2026