Probability

A Phase Transition for Opinion Dynamics with Competing Biases AAAI 2026 Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation AAAI 2026 CONVERGENCE RATES FOR DISTRIBUTION MATCHING WITH SLICED OPTIMAL TRANSPORT COLT 2026 Designing Optimal Mechanisms to Locate Facilities with Insufficient Capacity for Bayesian Agents AAAI 2026 Diffusion-Network Alignment: An Efficient Algorithm and Explicit Probability Bounds COLT 2026 Improving TensorSketch Using Complex Random Variables UAI 2026 Instance Dependent Testing of Samplers Using Interval Conditioning AAAI 2026 Meta-Dependence in Conditional Independence Testing UAI 2026 On Condorcet’s Jury Theorem with Abstention AAAI 2026 On the Information Processing of One-Dimensional Wasserstein Distances with Finite Samples AAAI 2026 On the Statistical Query Complexity of Learning Semiautomata: a Random Walk Approach COLT 2026 Phase Transition for Stochastic Block Model with more than $\sqrtn$ Communities COLT 2026 Precise Performance of Linear Denoisers in The Proportional Regime L4DC 2026 Random is Faster than Systematic in Multi-Objective Local Search AAAI 2026 Recovery of Planted Subgraphs COLT 2026 Reward Selection with Noisy Observations ALT 2026 The Geometry of Efficient Nonconvex Sampling COLT 2026 The Planted Number Partitioning Problem ALT 2026 Towards Identifiability of Interventional Stochastic Differential Equations UAI 2026 Uniform Laws of Large Numbers in Product Spaces COLT 2026 Upper entropy for 2-monotone lower probabilities UAI 2026 Variational Tail Bounds for Norms of Random Vectors and Matrices COLT 2026 Accelerating optimization over the space of probability measures JMLR 2025 A Complete Characterization of Learnability for Stochastic Noisy Bandits ALT 2025 Adaptive Estimation and Learning under Temporal Distribution Shift ICML 2025