Mathematics

Multiple-output composite quantile regression through an optimal transport lens COLT 2024 Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems ICML 2024 Multi-Relational Structural Entropy UAI 2024 Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking NeurIPS 2024 Multi-Winner Reconfiguration NeurIPS 2024 Musical Phrase Segmentation via Grammatical Induction IJCAI 2024 Mutual Information Estimation via Normalizing Flows NeurIPS 2024 Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits NeurIPS 2024 Nearly Optimal Approximation of Matrix Functions by the Lanczos Method NeurIPS 2024 Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences IJCAI 2024 Neural Persistence Dynamics NeurIPS 2024 New Proposal of Greenberg’s Universal 14 from Typometrics COLING 2024 New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming ICML 2024 Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization ICML 2024 Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024 Non-geodesically-convex optimization in the Wasserstein space NeurIPS 2024 Non-Oblivious Performance of Random Projections ACML 2024 Non-parametric classification via expand-and-sparsify representation NeurIPS 2024 Nonparametric Detection of Gerrymandering in Multiparty Plurality Elections IJCAI 2024 Nonparametric Inference under B-bits Quantization JMLR 2024 Nonparametric Regression for 3D Point Cloud Learning JMLR 2024 Non-splitting Neyman-Pearson Classifiers JMLR 2024 Objects as Volumes: A Stochastic Geometry View of Opaque Solids CVPR 2024 OctoSketch: Enabling Real-Time, Continuous Network Monitoring over Multiple Cores NSDI 2024 Oja's Algorithm for Streaming Sparse PCA NeurIPS 2024