Mathematics & Optimization

Top-k Ranking Bayesian Optimization AAAI 2021 Topological Machine Learning Methods for Power System Responses to Contingencies AAAI 2021 Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks AAAI 2021 Tournaments in Computational Social Choice: Recent Developments IJCAI 2021 Toward Determining NFA Equivalence via QBFs (Student Abstract) AAAI 2021 Toward Nearly-Zero-Error Sketching via Compressive Sensing NSDI 2021 Toward Optimal Solution for the Context-Attentive Bandit Problem IJCAI 2021 Towards a Dimension-Free Understanding of Adaptive Linear Control COLT 2021 Towards a Unified Analysis of Random Fourier Features JMLR 2021 Towards a Unified Information-Theoretic Framework for Generalization NeurIPS 2021 Towards Best-of-All-Worlds Online Learning with Feedback Graphs NeurIPS 2021 Towards finding the shortest-paths for 3D rigid bodies RSS 2021 Towards Reducing Biases in Combining Multiple Experts Online IJCAI 2021 Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning ICLR 2021 Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors NeurIPS 2021 Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021 Tractable computation of expected kernels UAI 2021 Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams IJCAI 2021 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021 Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization AAAI 2021 Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and Extraction ACL 2021 Training a Single Bandit Arm AISTATS 2021 Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image ICCV 2021 Training Neural Networks is ER-complete NeurIPS 2021 Training Quantized Neural Networks to Global Optimality via Semidefinite Programming ICML 2021