Mathematics & Optimization

Learning Multiple Secrets in Mastermind ICML 2024 Learning multivariate temporal point processes via the time-change theorem AISTATS 2024 Learning Nash Equilibria in Rank-1 Games ICLR 2024 Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees NeurIPS 2024 Learning No-Regret Sparse Generalized Linear Models with Varying Observation(s) ICLR 2024 Learning Optimal Tax Design in Nonatomic Congestion Games NeurIPS 2024 Learning Partitions from Context NeurIPS 2024 Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024 Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NeurIPS 2024 Learning Pseudo-Contractive Denoisers for Inverse Problems ICML 2024 Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds ICML 2024 Learning Reduced Fluid Dynamics AAAI 2024 Learning Regularized Graphon Mean-Field Games with Unknown Graphons JMLR 2024 Learning relevant contextual variables within Bayesian optimization UAI 2024 Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning AAAI 2024 Learning Small Decision Trees with Few Outliers: A Parameterized Perspective AAAI 2024 Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem ICML 2024 Learning Spanning Forests Optimally in Weighted Undirected Graphs with CUT queries ALT 2024 Learning Surrogates for Offline Black-Box Optimization via Gradient Matching ICML 2024 Learning the Infinitesimal Generator of Stochastic Diffusion Processes NeurIPS 2024 Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits AISTATS 2024 Learning the Topology and Behavior of Discrete Dynamical Systems AAAI 2024 Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis ICML 2024 Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract) AAAI 2024 Learning to compute Gröbner bases NeurIPS 2024