Mathematics

Theoretical Bounds on the Network Community Profile from Low-rank Semi-definite Programming ICML 2023 The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data ICML 2023 The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing ICML 2023 The RST Continuity Corpus ACL 2023 The Saddle-Point Method in Differential Privacy ICML 2023 The Sample Complexity of Approximate Rejection Sampling With Applications to Smoothed Online Learning COLT 2023 The s-value: evaluating stability with respect to distributional shifts NeurIPS 2023 The Test of Tests: A Framework for Differentially Private Hypothesis Testing ICML 2023 Ties in Multiwinner Approval Voting IJCAI 2023 Tighter Information-Theoretic Generalization Bounds from Supersamples ICML 2023 Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty AISTATS 2023 Time-uniform confidence bands for the CDF under nonstationarity NeurIPS 2023 Tokenization and the Noiseless Channel ACL 2023 Toplogical Data Analysis Detects and Classifies Sunspots (Student Abstract) AAAI 2023 Topological Data Analysis for Speech Processing Interspeech 2023 Topological Distance Games AAAI 2023 Topological Obstructions and How to Avoid Them NeurIPS 2023 Topological Parallax: A Geometric Specification for Deep Perception Models NeurIPS 2023 Topological Singularity Detection at Multiple Scales ICML 2023 Tournament Fixing Parameterized by Feedback Vertex Set Number Is FPT AAAI 2023 Toward L_∞Recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields COLT 2023 Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality COLT 2023 Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift NeurIPS 2023 Towards Empirical Process Theory for Vector-Valued Functions: Metric Entropy of Smooth Function Classes ALT 2023 Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023