Mathematics & Optimization

What Does Plate Glass Reveal About Camera Calibration? CVPR 2020 What if Neural Networks had SVDs? NeurIPS 2020 What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization? ICML 2020 What time is it? Temporal Analysis of Novels EMNLP 2020 What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination UAI 2020 When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment ICML 2020 Why Are Learned Indexes So Effective? ICML 2020 Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout AISTATS 2020 WONDER: Weighted One-shot Distributed Ridge Regression in High Dimensions JMLR 2020 Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020 Word Rotator’s Distance EMNLP 2020 Worst-Case Analysis for Randomly Collected Data NeurIPS 2020 Zero-Assignment Constraint for Graph Matching With Outliers CVPR 2020 Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network AAAI 2020 Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020 HS^2: Active learning over hypergraphs with pointwise and pairwise queries AISTATS 2019 X-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019 $β^3$-IRT: A New Item Response Model and its Applications AISTATS 2019 A 2-Approximation Algorithm for the Online Tethered Coverage Problem RSS 2019 A2BCD: Asynchronous Acceleration with Optimal Complexity ICLR 2019 A Bandit Approach to Maximum Inner Product Search AAAI 2019 ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery AISTATS 2019 A Better Algorithm for Societal Tradeoffs AAAI 2019 A Better k-means++ Algorithm via Local Search ICML 2019 A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation ICML 2019