Online Algorithms

Multi-Agent Coordination under Uncertain Communication AAAI 2019 Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always ICML 2019 Multi-scale Online Learning: Theory and Applications to Online Auctions and Pricing JMLR 2019 Natural Analysts in Adaptive Data Analysis ICML 2019 Network Embedding under Partial Monitoring for Evolving Networks IJCAI 2019 Nonstochastic Multiarmed Bandits with Unrestricted Delays NeurIPS 2019 On Computational Complexity of Pickup-and-Delivery Problems with Precedence Constraints or Time Windows IJCAI 2019 On First-Order Bounds, Variance and Gap-Dependent Bounds for Adversarial Bandits UAI 2019 On Learning Graphs with Edge-Detecting Queries ALT 2019 Online Adaptive Principal Component Analysis and Its extensions ICML 2019 Online Algorithm for Unsupervised Sensor Selection AISTATS 2019 Online Algorithms for Rent-Or-Buy with Expert Advice ICML 2019 Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback NeurIPS 2019 Online Control with Adversarial Disturbances ICML 2019 Online Convex Matrix Factorization with Representative Regions NeurIPS 2019 Online Convex Optimization in Adversarial Markov Decision Processes ICML 2019 Online EXP3 Learning in Adversarial Bandits with Delayed Feedback NeurIPS 2019 Online Forecasting of Total-Variation-bounded Sequences NeurIPS 2019 Online High Rank Matrix Completion CVPR 2019 Online Learning from Capricious Data Streams: A Generative Approach IJCAI 2019 Online Learning in Kernelized Markov Decision Processes AISTATS 2019 On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters AAAI 2019 Online Learning via the Differential Privacy Lens NeurIPS 2019 Online learning with feedback graphs and switching costs AISTATS 2019 Online learning with kernel losses ICML 2019