Mathematics

Towards Scalable Coverage-Based Testing of Autonomous Vehicles CoRL 2023 Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory NeurIPS 2023 Transformers Meet Directed Graphs ICML 2023 Tree-AMP: Compositional Inference with Tree Approximate Message Passing JMLR 2023 Tricking the Hashing Trick: A Tight Lower Bound on the Robustness of CountSketch to Adaptive Inputs AAAI 2023 Two Sample Testing in High Dimension via Maximum Mean Discrepancy JMLR 2023 Two-Sample Tests for Inhomogeneous Random Graphs in L_r Norm: Optimality and Asymptotics AISTATS 2023 Unbounded Differentially Private Quantile and Maximum Estimation NeurIPS 2023 Uncovering the Largest Community in Social Networks at Scale IJCAI 2023 Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective IJCAI 2023 Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints NeurIPS 2023 Unified Perspective on Probability Divergence via the Density-Ratio Likelihood: Bridging KL-Divergence and Integral Probability Metrics AISTATS 2023 Unifying Nesterov’s Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions ICML 2023 Universal Bias Reduction in Estimation of Smooth Additive Function in High Dimensions ALT 2023 Universality laws for Gaussian mixtures in generalized linear models NeurIPS 2023 Untangled: A Complete Dynamic Topological Logic AAAI 2023 Variance Matters: Detecting Semantic Differences without Corpus/Word Alignment EMNLP 2023 Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023 Vesselformer: Towards Complete 3D Vessel Graph Generation from Images MIDL 2023 Viewing Graph Solvability in Practice ICCV 2023 Voting with Preference Intensities AAAI 2023 Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport ACL 2023 Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023 Weak Recovery Threshold for the Hypergraph Stochastic Block Model COLT 2023 Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees ICML 2023