Mathematics & Optimization

Fair Societies: Algorithms for House Allocations AAAI 2026 Fast and Large-Scale Unbalanced Optimal Transport via its Semi-Dual and Adaptive Gradient Methods COLT 2026 Faster Certified Symmetry Breaking Using Orders with Auxiliary Variables AAAI 2026 Faster Game Solving via Asymmetry of Step Sizes AAAI 2026 Faster Newton Methods for Convex and Nonconvex Optimization in Gradient Complexity COLT 2026 Faster Symmetry Breaking Constraints for Abstract Structures AAAI 2026 Fast Markov Random Field Optimisation for Topologically Noisy 3D Shape Matching CVPR 2026 Fast, Parallel, Query-Efficient Binary Classification COLT 2026 FastRef: Fast Prototype Refinement for Few-shot Industrial Anomaly Detection CVPR 2026 Fast Score-Based Sampling via Log-Concave Reductions COLT 2026 FILTR: Extracting Topological Features from Pretrained 3D Models CVPR 2026 Finding Diverse Solutions Parameterized by Cliquewidth AAAI 2026 Finding One Local Optimum Is Easy—but What About Two? AAAI 2026 Finite Neural Networks as Mixtures of Gaussian Processes: From Provable Error Bounds to Prior Selection JMLR 2026 Finite-Time Decoupled Convergence in Nonlinear Two-Time-Scale Stochastic Approximation JMLR 2026 First-Order Softmax Weighted Switching Gradient Method for Distributed Stochastic Minimax Optimization with Stochastic Constraints UAI 2026 Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation CVPR 2026 Fixed-Parameter Tractability of Private Synthetic Data Generation COLT 2026 FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ACL 2026 Flexible Functional Treatment Effect Estimation JMLR 2026 Flickering Multi-Armed Bandits L4DC 2026 FLOW: Optimal Transport-Driven Feature Warping for Generalized Remote Physiological Measurement CVPR 2026 ForestColl: Throughput-Optimal Collective Communications on Heterogeneous Network Fabrics NSDI 2026 Fourier Angle Alignment for Oriented Object Detection in Remote Sensing CVPR 2026 Fourier Weak SINDy: Spectral Test Function Selection for Robust Model Identification L4DC 2026