Mathematics & Optimization

A Single Stepsize Suffices for Unprojected Linear TD(0): Simultaneous Robust and Fast Rates via Polyak–Ruppert Averaging COLT 2026 A Solution Space Transformation-Guided Co-Evolution for Energy-Saving Distributed Heterogeneous Flexible Job Shop Scheduling AAAI 2026 Assignment Problems in Cost Function Networks AAAI 2026 A Switching Framework for Online Interval Scheduling with Predictions AAAI 2026 A Symplectic Analysis of Alternating Mirror Descent JMLR 2026 A Theoretical Model for Grit in Pursuing Ambitious Ends AAAI 2026 A TSP-Based Algorithm for Multi-League Traveling Tournament AAAI 2026 A Unified Lower Bound on the Noisy Query Complexity of Boolean Functions COLT 2026 B$^3$-Seg: Camera-Free, Training-Free 3DGS Segmentation via Analytic EIG and Beta-Bernoulli Bayesian Updates CVPR 2026 Balance Equation-based Distributionally Robust Offline Imitation Learning L4DC 2026 Balancing Expressivity and Learnability in Quantum Kernel Bandit Optimization UAI 2026 Bandit Learning for Online Scheduling with Immediate Decision UAI 2026 Bandit Learning in Housing Markets AAAI 2026 Batch Loss Score for Dynamic Data Pruning CVPR 2026 Best of Both Worlds Guarantees for Equitable Allocations AAAI 2026 Beyond Rule-Based Agents: Active Markov Games for Realistic Multi-Agent Interaction in Autonomous Driving CVPR 2026 Beyond Single Solution: Multi-Hypothesis Deep Unfolding Network for Image Compressive Sensing CVPR 2026 Beyond Tie Points: Satellite Image Block Adjustment based on Dense Feature Consistency CVPR 2026 BiEvLight: Bi-level Learning of Task-Aware Event Refinement for Low-Light Image Enhancement CVPR 2026 Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning AAAI 2026 Binary Split Categorical Feature with Mean Absolute Error Criteria in CART AAAI 2026 BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization AAAI 2026 BiPA: Bilevel Prompt Adaptation for Underwater Instance Segmentation CVPR 2026 BiProLoRA: Bilevel Prompt LoRA for Real Scene Recovery CVPR 2026 Bivariate Causal Discovery Using Rate-Distortion MDL: An Information Dimension Approach CLeaR 2026