Mathematics

Bridging the Gap Between f-divergences and Bayes Hilbert Spaces ICLR 2025 Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty JMLR 2025 Camera Resection from Known Line Pencils and a Radially Distorted Scanline CVPR 2025 Can information theory unravel the subtext in a Chekhovian short story? ACL 2025 Can Transformers Do Enumerative Geometry? ICLR 2025 Catoni Contextual Bandits are Robust to Heavy-tailed Rewards ICML 2025 Causal Bandits without Graph Learning CLeaR 2025 Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025 Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts ICML 2025 Characterizing Dependence of Samples along the Langevin Dynamics and Algorithms via Contraction of $Φ$-Mutual Information (Extended Abstract) COLT 2025 Cirbo: A New Tool for Boolean Circuit Analysis and Synthesis AAAI 2025 Clustering with bandit feedback: breaking down the computation/information gap ALT 2025 COGRASP: Co-Occurrence Graph Based Stock Price Forecasting IJCAI 2025 Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution ICML 2025 Community detection with the Bethe-Hessian COLT 2025 Complete Symmetry Breaking for Finite Models AAAI 2025 Complete-Tree Space Favors Data-Efficient Link Prediction ICML 2025 Composite Goodness-of-fit Tests with Kernels JMLR 2025 Computable learning of natural hypothesis classes COLT 2025 Computational Equivalence of Spiked Covariance and Spiked Wigner Models via Gram-Schmidt Perturbation COLT 2025 Computational Explorations of Total Variation Distance ICLR 2025 Computationally efficient reductions between some statistical models ALT 2025 Computationally Hard Problems Are Hard for QBF Proof Systems Too AAAI 2025 Computation-Aware Kalman Filtering and Smoothing AISTATS 2025 Computing Game Symmetries and Equilibria That Respect Them AAAI 2025