Mathematics & Optimization

Multi-View Mesh Reconstruction With Neural Deferred Shading CVPR 2022 Multiway Spherical Clustering via Degree-Corrected Tensor Block Models AISTATS 2022 Multi-winner approval voting goes epistemic UAI 2022 MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022 Music-to-Dance Generation with Optimal Transport IJCAI 2022 Mutation-driven follow the regularized leader for last-iterate convergence in zero-sum games UAI 2022 NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency AAAI 2022 Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022 Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NeurIPS 2022 Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022 Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions NeurIPS 2022 Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs NeurIPS 2022 Nearly-Tight Bounds for Testing Histogram Distributions NeurIPS 2022 Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022 Near optimal efficient decoding from pooled data COLT 2022 Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022 Near-optimal Thompson sampling-based algorithms for differentially private stochastic bandits UAI 2022 Near-Tight Algorithms for the Chamberlin-Courant and Thiele Voting Rules IJCAI 2022 Negative curvature obstructs acceleration for strongly geodesically convex optimization, even with exact first-order oracles COLT 2022 Nested Bandits ICML 2022 Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design CVPR 2022 Nesterov Accelerated Shuffling Gradient Method for Convex Optimization ICML 2022 Network change point localisation under local differential privacy NeurIPS 2022 Network Creation with Homophilic Agents IJCAI 2022 Network Regression with Graph Laplacians JMLR 2022