Mathematics & Optimization

Synthesis and Analysis of Data as Probability Measures With Entropy-Regularized Optimal Transport AISTATS 2025 Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora IJCAI 2025 Tab-Shapley: Identifying Top-k Tabular Data Quality Insights AAAI 2025 Taking a Big Step: Large Learning Rates in Denoising Score Matching Prevent Memorization COLT 2025 Tamed Langevin sampling under weaker conditions AISTATS 2025 Temperature-Annealed Boltzmann Generators ICML 2025 Temporal Difference Learning: Why It Can Be Fast and How It Will Be Faster ICLR 2025 Temporal Fair Division AAAI 2025 Temporal Logic Control for Nonlinear Stochastic Systems Under Unknown Disturbances L4DC 2025 Temporal Triadic Closure: Finding Dense Substructures in Social Networks That Evolve over Time AAAI 2025 Tensor Decomposition Meets Knowledge Compilation: A Study Comparing Tensor Trains with OBDDs AAAI 2025 Tensorial Multi-view Clustering with Deep Anchor Graph Projection IJCAI 2025 Tensor Network Based Feature Learning Model AISTATS 2025 Tensor Network-Constrained Kernel Machines as Gaussian Processes AISTATS 2025 Tensor Network: from the Perspective of AI4Science and Science4AI IJCAI 2025 Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation ICML 2025 Testing (Conditional) Mutual Information - Extended Abstract COLT 2025 Testing Juntas and Junta Subclasses with Relative Error COLT 2025 Testing Thresholds and Spectral Properties of High-Dimensional Random Toroidal Graphs via Edgeworth-Style Expansions COLT 2025 The Adaptive Complexity of Finding a Stationary Point COLT 2025 The Batch Complexity of Bandit Pure Exploration ICML 2025 The Benefits and Limitations of User Interrupts for Preemptive Userspace Scheduling NSDI 2025 The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions ICML 2025 The Complexity of Extending Fair Allocations of Indivisible Goods AAAI 2025 The Complexity of Two-Team Polymatrix Games with Independent Adversaries ICLR 2025