Mathematics & Optimization

Can Transformers Do Enumerative Geometry? ICLR 2025 Capacity-Constrained Online Learning with Delays: Scheduling Frameworks and Regret Trade-offs COLT 2025 Cap-and-Penalize: Competitive Mechanisms for Multi-Phase Regularized Online Allocation IJCAI 2025 Catoni Contextual Bandits are Robust to Heavy-tailed Rewards ICML 2025 Cauchy-Schwarz Regularizers ICLR 2025 Causal Abstraction Learning based on the Semantic Embedding Principle ICML 2025 Causal Bandits without Graph Learning CLeaR 2025 Causal Discovery by Interventions via Integer Programming AAAI 2025 Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025 Causal Logistic Bandits with Counterfactual Fairness Constraints ICML 2025 Center-Based Approximation of a Drifting Distribution ALT 2025 Certifiably Optimal Anisotropic Rotation Averaging ICCV 2025 Certifiably Quantisation-Robust training and inference of Neural Networks AISTATS 2025 Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts ICML 2025 Certifying Bounds Propagation for Integer Multiplication Constraints AAAI 2025 Change Point Detection in Hadamard Spaces by Alternating Minimization AISTATS 2025 Characterising Simulation-Based Program Equilibria AAAI 2025 Characterizing Dependence of Samples along the Langevin Dynamics and Algorithms via Contraction of $Φ$-Mutual Information (Extended Abstract) COLT 2025 Checking Consistency of CP-Theory Preferences in Polynomial Time AAAI 2025 Cirbo: A New Tool for Boolean Circuit Analysis and Synthesis AAAI 2025 Circuit-Aware d-DNNF Compilation IJCAI 2025 Classic but Everlasting: Traditional Gradient-Based Algorithms Converge Fast Even in Time-Varying Multi-Player Games ICLR 2025 Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Stochastic Bias and Remedies ICML 2025 Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations ICLR 2025 CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation ICCV 2025