Mathematics & Optimization

Coresets for Near-Convex Functions NeurIPS 2020 Correlating Cepstra with Formant Frequencies: Implications for Phonetically-Informed Forensic Voice Comparison Interspeech 2020 Correlation Clustering with Asymmetric Classification Errors ICML 2020 Correlation Robust Influence Maximization NeurIPS 2020 Correspondence-Free Material Reconstruction using Sparse Surface Constraints CVPR 2020 Costly Zero Order Oracles COLT 2020 COT-GAN: Generating Sequential Data via Causal Optimal Transport NeurIPS 2020 Counterfactual Programming for Optimal Control L4DC 2020 Covariance-adapting algorithm for semi-bandits with application to sparse outcomes COLT 2020 Cross-Lingual Dependency Parsing by POS-Guided Word Reordering EMNLP 2020 Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality NeurIPS 2020 Curvature Regularization to Prevent Distortion in Graph Embedding NeurIPS 2020 Customizing ML Predictions for Online Algorithms ICML 2020 DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks NeurIPS 2020 Data-Driven Distributed Predictive Control via Network Optimization L4DC 2020 Data-driven distributionally robust LQR with multiplicative noise L4DC 2020 DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate AISTATS 2020 Ddo, a Generic and Efficient Framework for MDD-Based Optimization IJCAI 2020 Debiased Sinkhorn barycenters ICML 2020 Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization NeurIPS 2020 Decentralized Accelerated Proximal Gradient Descent NeurIPS 2020 Decentralized Multi-player Multi-armed Bandits with No Collision Information AISTATS 2020 Deciding Acceptance in Incomplete Argumentation Frameworks AAAI 2020 Deciding the Loosely Guarded Fragment and Querying Its Horn Fragment Using Resolution AAAI 2020 Decisions, Counterfactual Explanations and Strategic Behavior NeurIPS 2020