Mathematics & Optimization

Learning from a Sample in Online Algorithms NeurIPS 2022 Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context NeurIPS 2022 Learning Green's functions associated with time-dependent partial differential equations JMLR 2022 Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations COLING 2022 Learning in Congestion Games with Bandit Feedback NeurIPS 2022 Learning Influence Adoption in Heterogeneous Networks AAAI 2022 Learning in Stochastic Monotone Games with Decision-Dependent Data AISTATS 2022 Learning interacting dynamical systems with latent Gaussian process ODEs NeurIPS 2022 Learning Interface Conditions in Domain Decomposition Solvers NeurIPS 2022 Learning large Bayesian networks with expert constraints UAI 2022 Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics AAAI 2022 Learning Linear Models Using Distributed Iterative Hessian Sketching L4DC 2022 Learning linear non-Gaussian directed acyclic graph with diverging number of nodes JMLR 2022 Learning Low Degree Hypergraphs COLT 2022 Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits ICML 2022 Learning Mixed Multinomial Logits with Provable Guarantees NeurIPS 2022 Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning NeurIPS 2022 Learning on the Edge: Online Learning with Stochastic Feedback Graphs NeurIPS 2022 Learning Predictions for Algorithms with Predictions NeurIPS 2022 Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training JMLR 2022 Learning Riemannian Stable Dynamical Systems via Diffeomorphisms CoRL 2022 Learning Synthetic Environments and Reward Networks for Reinforcement Learning ICLR 2022 Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences AAAI 2022 Learning the Optimal Recommendation from Explorative Users AAAI 2022 Learning the Structure of Large Networked Systems Obeying Conservation Laws NeurIPS 2022