Mathematics

Asymptotic confidence sets for random linear programs COLT 2023 Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise ICML 2023 Augmented Sparsifiers for Generalized Hypergraph Cuts JMLR 2023 A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty JMLR 2023 A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization NeurIPS 2023 A unified framework for information-theoretic generalization bounds NeurIPS 2023 A Unified Framework for Optimization-Based Graph Coarsening JMLR 2023 A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds JMLR 2023 Automata Cascades: Expressivity and Sample Complexity AAAI 2023 Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences ICML 2023 Automatically marginalized MCMC in probabilistic programming ICML 2023 Autoregressive Networks JMLR 2023 Average Adjusted Association: Efficient Estimation with High Dimensional Confounders AISTATS 2023 Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors NeurIPS 2023 Bayesian Spanning Tree: Estimating the Backbone of the Dependence Graph JMLR 2023 Bayesian Spiked Laplacian Graphs JMLR 2023 Beyond Flat GelSight Sensors: Simulation of Optical Tactile Sensors of Complex Morphologies for Sim2Real Learning RSS 2023 Beyond Spectral Gap: The Role of the Topology in Decentralized Learning JMLR 2023 Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023 Block Broyden's Methods for Solving Nonlinear Equations NeurIPS 2023 Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures ICML 2023 Bootstrap in High Dimension with Low Computation ICML 2023 Bregman Deviations of Generic Exponential Families COLT 2023 Bulgarian Unstressed Vowel Reduction: Received Views vs Corpus Findings Interspeech 2023 Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023