Mathematics

Towards Empirical Sandwich Bounds on the Rate-Distortion Function ICLR 2022 Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information COLT 2022 Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions NeurIPS 2022 Transform Once: Efficient Operator Learning in Frequency Domain NeurIPS 2022 Tree-based Node Aggregation in Sparse Graphical Models JMLR 2022 Trees probe deeper than strings: an argument from allomorphy NAACL 2022 Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates AISTATS 2022 Truncated Matrix Power Iteration for Differentiable DAG Learning NeurIPS 2022 Trustworthy Monte Carlo NeurIPS 2022 Tweaking UD Annotations to Investigate the Placement of Determiners, Quantifiers and Numerals in the Noun Phrase NAACL 2022 TwiBot-22: Towards Graph-Based Twitter Bot Detection NeurIPS 2022 Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022 Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022 Two-Sample Test with Kernel Projected Wasserstein Distance AISTATS 2022 Two-way Sparse Network Inference for Count Data AISTATS 2022 Unbiased and Efficient Sampling of Dependency Trees EMNLP 2022 Understanding Doubly Stochastic Clustering ICML 2022 Understanding Riemannian Acceleration via a Proximal Extragradient Framework COLT 2022 Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022 Uniform deconvolution for Poisson Point Processes JMLR 2022 Unsupervised Tokenization Learning EMNLP 2022 Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering Interspeech 2022 Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems JMLR 2022 Using Conditional Independence for Belief Revision AAAI 2022 Using Graph-Based Methods to Augment Online Dictionaries of Endangered Languages ACL 2022