Mathematics & Optimization

γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator AISTATS 2021 A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time IJCAI 2020 A Bandit Learning Algorithm and Applications to Auction Design NeurIPS 2020 A Bayesian Approach for Estimating Causal Effects from Observational Data AAAI 2020 A Bias Trick for Centered Robust Principal Component Analysis (Student Abstract) AAAI 2020 A/B Testing in Dense Large-Scale Networks: Design and Inference NeurIPS 2020 A Catalyst Framework for Minimax Optimization NeurIPS 2020 Accelerated Factored Gradient Descent for Low-Rank Matrix Factorization AISTATS 2020 Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks AISTATS 2020 Accelerated Stochastic Gradient-free and Projection-free Methods ICML 2020 Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution AAAI 2020 Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction AAAI 2020 Accelerating Ranking in E-Commerce Search Engines through Contextual Factor Selection AAAI 2020 Accelerating Smooth Games by Manipulating Spectral Shapes AISTATS 2020 Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020 Acceleration through spectral density estimation ICML 2020 Acceleration with a Ball Optimization Oracle NeurIPS 2020 Accurate polyglot semantic parsing with DAG grammars EMNLP 2020 A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation CVPR 2020 Achieving Fairness in the Stochastic Multi-Armed Bandit Problem AAAI 2020 A Class of Algorithms for General Instrumental Variable Models NeurIPS 2020 A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning JMLR 2020 A Complete Characterization of Projectivity for Statistical Relational Models IJCAI 2020 A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval NeurIPS 2020 A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization AISTATS 2020