Mathematics & Optimization

Tractable Optimality in Episodic Latent MABs NeurIPS 2022 Training Subset Selection for Weak Supervision NeurIPS 2022 Trajectory Inference via Mean-field Langevin in Path Space NeurIPS 2022 Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions NeurIPS 2022 Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose From Monocular Video CVPR 2022 Transform Once: Efficient Operator Learning in Frequency Domain NeurIPS 2022 Traversing Supervisor Problem: An Approximately Optimal Approach to Multi-Robot Assistance RSS 2022 Tree-based Node Aggregation in Sparse Graphical Models JMLR 2022 Trees probe deeper than strings: an argument from allomorphy NAACL 2022 TRF: Learning Kernels with Tuned Random Features AAAI 2022 Triangle and Four Cycle Counting with Predictions in Graph Streams ICLR 2022 Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates AISTATS 2022 Triangulation candidates for Bayesian optimization NeurIPS 2022 Truncated Matrix Power Iteration for Differentiable DAG Learning NeurIPS 2022 Trustworthy Monte Carlo NeurIPS 2022 Truthful Aggregation of Budget Proposals with Proportionality Guarantees AAAI 2022 TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning NeurIPS 2022 Tuning-Free Generalized Hamiltonian Monte Carlo AISTATS 2022 TURF: Two-Factor, Universal, Robust, Fast Distribution Learning Algorithm ICML 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 Compacted Models for Efficient Model-Based Diagnosis AAAI 2022 Two for One & One for All: Two-Sided Manipulation in Matching Markets IJCAI 2022 Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022 Two-Price Equilibrium AAAI 2022