Mathematics & Optimization

Attention Flows are Shapley Value Explanations ACL 2021 A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems JMLR 2021 A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints JMLR 2021 A Unified Approach to Fair Online Learning via Blackwell Approachability NeurIPS 2021 A Unified Convergence Analysis for Shuffling-Type Gradient Methods JMLR 2021 A unified framework for bandit multiple testing NeurIPS 2021 A Unified Framework for Planning with Learned Neural Network Transition Models AAAI 2021 A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021 AutoBandit: A Meta Bandit Online Learning System IJCAI 2021 Automated Mechanism Design for Classification with Partial Verification AAAI 2021 Automated Reasoning and Learning for Automated Payroll Management AAAI 2021 Automatic and Harmless Regularization with Constrained and Lexicographic Optimization: A Dynamic Barrier Approach NeurIPS 2021 Automatic Design of Heuristic Algorithms for Binary Optimization Problems IJCAI 2021 Automatic Optimal Multi-Agent Path Finding Algorithm Selector (Student Abstract) AAAI 2021 Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP 2021 A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021 Average-Case Communication Complexity of Statistical Problems COLT 2021 Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent NeurIPS 2021 A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021 A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization ICML 2021 Backdoor Decomposable Monotone Circuits and Propagation Complete Encodings AAAI 2021 Banach Space Representer Theorems for Neural Networks and Ridge Splines JMLR 2021 BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search AAAI 2021 Bandit Convex Optimization in Non-stationary Environments JMLR 2021 Bandit Learning in Decentralized Matching Markets JMLR 2021