Mathematics & Optimization

AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields NeurIPS 2024 A SAT + Computer Algebra System Verification of the Ramsey Problem R(3, 8) (Student Abstract) AAAI 2024 A SAT Solver and Computer Algebra Attack on the Minimum Kochen-Specker Problem (Student Abstract) AAAI 2024 A SAT Solver + Computer Algebra Attack on the Minimum Kochen–Specker Problem IJCAI 2024 A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers NeurIPS 2024 AsGrad: A Sharp Unified Analysis of Asynchronous-SGD Algorithms AISTATS 2024 A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of Θ(T^2/3) and its Application to Best-of-Both-Worlds NeurIPS 2024 A Simple and Optimal Approach for Universal Online Learning with Gradient Variations NeurIPS 2024 A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes ICML 2024 ASML: A Scalable and Efficient AutoML Solution for Data Streams AutoML 2024 A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024 Aspect Variability and the Annotation of Aspect in the IMAGACT Ontology of Action COLING 2024 Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability NeurIPS 2024 A Statistical Experimental Design Method for Constructing Deterministic Sensing Matrices for Compressed Sensing JMLR 2024 A Statistical Theory of Regularization-Based Continual Learning ICML 2024 A Study of First-Order Methods with a Deterministic Relative-Error Gradient Oracle ICML 2024 A Study on the Information Mechanism of the 3rd Tone Sandhi Rule in Mandarin Disyllabic Words Interspeech 2024 A Submodular Optimization Approach to Accountable Loan Approval AAAI 2024 A Subquadratic Time Algorithm for Robust Sparse Mean Estimation ICML 2024 A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion CVPR 2024 A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees AAAI 2024 A Survey on Multi-player Bandits JMLR 2024 A Survey on Network Alignment: Approaches, Applications and Future Directions IJCAI 2024 Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing ICML 2024 Asynchronous Randomized Trace Estimation AISTATS 2024