Mathematics & Optimization

Learning to Solve Constrained Bilevel Control Co-Design Problems L4DC 2026 Learning to Solve PDEs on Neural Shape Representations CVPR 2026 Learning to Tune Optical WANs: A Field Deployment of Noise Models in Optical Networks NSDI 2026 Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution ACL 2026 Lens Component Deletion based on Differentiable Ray Tracing CVPR 2026 Lightweight Optimal-Transport Harmonization on Edge Devices AAAI 2026 Linear Fundamental Matrix Estimation from 7 or 5 Points CVPR 2026 Linear Regression with Heteroskedastic Errors UAI 2026 Markovian Compression: Looking to the Past Helps Accelerate the Future UAI 2026 Maximally Robust Satisficing Bayesian Optimization UAI 2026 MDK: Rethinking the Data Center Memory Reclamation Problem OSDI 2026 MeshA*: Efficient Path Planning with Motion Primitives AAAI 2026 Meta-Dependence in Conditional Independence Testing UAI 2026 Minimal Constraint Relaxation for Multiview Autocalibration CVPR 2026 Minimax Optimal Convergence of Gradient Descent in Logistic Regression via Large and Adaptive Stepsizes JMLR 2026 Minimizing Inequity in Facility Location Games AAAI 2026 MMG: Mutual Information Estimation via the MMSE Gap in Diffusion UAI 2026 Mortise: Auto-tuning Congestion Control to Optimize QoE via Network-Aware Parameter Optimization NSDI 2026 Multi-Agent Path Finding with Unassigned Agents (MAPFUA) AAAI 2026 Multi-District School Choice: Playing on Several Fields AAAI 2026 Multi-Objective Bilevel Learning AAAI 2026 Multi-Objective Search: Algorithms, Applications, and Emerging Directions AAAI 2026 Multiple-Interval Coverage for Resource Management of Passive Surveillance Systems AAAI 2026 Multiple-play Stochastic Bandits with Prioritized Arm Capacity Sharing AAAI 2026 Multi-relational Network Autoregression Model with Latent Group Structures JMLR 2026