Mathematics & Optimization

Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018 Best of both worlds: Stochastic & adversarial best-arm identification COLT 2018 Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018 Beyond Grobner Bases: Basis Selection for Minimal Solvers CVPR 2018 Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018 Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018 Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search IJCAI 2018 Big City vs. the Great Outdoors: Voter Distribution and How It Affects Gerrymandering IJCAI 2018 Biharmonic Distance Related Centrality for Edges in Weighted Networks IJCAI 2018 Bipartite Stochastic Block Models with Tiny Clusters NeurIPS 2018 Black-Box Reductions for Parameter-free Online Learning in Banach Spaces COLT 2018 Blind Deconvolutional Phase Retrieval via Convex Programming NeurIPS 2018 Boolean Decision Rules via Column Generation NeurIPS 2018 Boosting Combinatorial Problem Modeling with Machine Learning IJCAI 2018 Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems ACML 2018 Boosting MCSes Enumeration IJCAI 2018 Bounded-Loss Private Prediction Markets NeurIPS 2018 Breaking the Span Assumption Yields Fast Finite-Sum Minimization NeurIPS 2018 Bringing Multi-agent Path Finding Closer to Reality IJCAI 2018 Bucket Renormalization for Approximate Inference ICML 2018 Budget-feasible Procurement Mechanisms in Two-sided Markets IJCAI 2018 Byzantine Stochastic Gradient Descent NeurIPS 2018 Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018 Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice JMLR 2018 Causal Bandits with Propagating Inference ICML 2018