Mathematics & Optimization

Observe Before Play: Multi-Armed Bandit with Pre-Observations AAAI 2020 OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression CVPR 2020 ODE-Inspired Analysis for the Biological Version of Oja’s Rule in Solving Streaming PCA COLT 2020 ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems AAAI 2020 ODSS: Efficient Hybridization for Optimal Coalition Structure Generation AAAI 2020 On Adaptivity in Information-Constrained Online Learning AAAI 2020 On Approximate Thompson Sampling with Langevin Algorithms ICML 2020 On a projective ensemble approach to two sample test for equality of distributions ICML 2020 On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent ICML 2020 On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond JMLR 2020 On Coresets for Regularized Regression ICML 2020 One-Bit Compressed Sensing via One-Shot Hard Thresholding UAI 2020 One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music Comment COLING 2020 On Efficient Adjustment in Causal Graphs JMLR 2020 One Ring to Rule Them All: Certifiably Robust Geometric Perception with Outliers NeurIPS 2020 One Sample Stochastic Frank-Wolfe AISTATS 2020 On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems ICML 2020 On Importance Sampling-Based Evaluation of Latent Language Models ACL 2020 On Learnability wih Computable Learners ALT 2020 Online Agnostic Boosting via Regret Minimization NeurIPS 2020 Online Algorithm for Unsupervised Sequential Selection with Contextual Information NeurIPS 2020 Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice NeurIPS 2020 Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach ICLR 2020 Online Batch Decision-Making with High-Dimensional Covariates AISTATS 2020 Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints AISTATS 2020