Mathematics

Sketching Algorithms and Lower Bounds for Ridge Regression ICML 2022 Sobolev Norm Learning Rates for Conditional Mean Embeddings AISTATS 2022 Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022 Sparse Hypergraph Community Detection Thresholds in Stochastic Block Model NeurIPS 2022 Sparsification of Decomposable Submodular Functions AAAI 2022 SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022 Speech imitation skills predict automatic phonetic convergence: a GMM-UBM study on L2 Interspeech 2022 Spiked Covariance Estimation from Modulo-Reduced Measurements AISTATS 2022 Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables NeurIPS 2022 Statistical and Computational Phase Transitions in Group Testing COLT 2022 Statistical and computational thresholds for the planted k-densest sub-hypergraph problem AISTATS 2022 Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022 Statistical Estimation and Online Inference via Local SGD COLT 2022 Statistical Learning and Inverse Problems: A Stochastic Gradient Approach NeurIPS 2022 Streaming Algorithms for Ellipsoidal Approximation of Convex Polytopes COLT 2022 Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022 Structure-adaptive Manifold Estimation JMLR 2022 Structure Learning for Directed Trees JMLR 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Sublinear-Time Clustering Oracle for Signed Graphs ICML 2022 Subquadratic Kronecker Regression with Applications to Tensor Decomposition NeurIPS 2022 Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap NeurIPS 2022 Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs IJCAI 2022 TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022 Telling self-defining memories: An acoustic study of natural emotional speech productions Interspeech 2022