Mathematics & Optimization

Efficient frequent directions algorithms for approximate decomposition of matrices and higher-order tensors JMLR 2026 Efficient Learning and Symmetry Discovery under Exact Invariances COLT 2026 Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems L4DC 2026 EFX Allocation in (Multi)Hypergraphs AAAI 2026 EFX and PO Allocation Exists for Two Types of Goods AAAI 2026 Eigen-Spike Emergence and Quadratic Equivalents for Conjugate Kernels on Nonlinearly Separable Data COLT 2026 End-to-End Deep Learning for Predicting Metric Space-Valued Outputs JMLR 2026 Enhancing PIBT via Multi-Action Operations AAAI 2026 Estimating Ising Models in Total Variation Distance COLT 2026 Event-based Visual Deformation Measurement CVPR 2026 EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization AAAI 2026 Exact and Approximate Maximin Share Allocations in Multi-Graphs AAAI 2026 Exact Combinatorial Multi-Class Graph Cuts for Semi-Supervised Learning AAAI 2026 Exact Optimization for Minimum Dominating Sets AAAI 2026 Exclusion Zones of Instant Runoff Voting AAAI 2026 Explainable Clustering of Mixture Models UAI 2026 Express Lane to Efficiency and Reliability: Multi-Dimensional Control in Meta’s Express Backbone Network NSDI 2026 Facility Location for Congesting Commuters and Generalizing the Cost-Distance Problem AAAI 2026 Factorization-in-Loop:Proximal Fill-in Minimization for Sparse Matrix Reordering AAAI 2026 Fair Allocation of Indivisible Goods with Variable Groups AAAI 2026 Fair and Efficient Balanced Allocation for Indivisible Goods AAAI 2026 Fairness and Stability for Shared Resource Allocation Problems AAAI 2026 Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups AAAI 2026 Fairness in Repeated Matching: A Maximin Perspective AAAI 2026 Fairness in the Multi-Secretary Problem AAAI 2026