Mathematics & Optimization

Optimal Posted-Price Mechanism in Microtask Crowdsourcing IJCAI 2017 Optimal Shrinkage of Singular Values Under Random Data Contamination NeurIPS 2017 Optimistic Planning for the Stochastic Knapsack Problem AISTATS 2017 Optimized Pre-Processing for Discrimination Prevention NeurIPS 2017 Optimized Time Series Filters for Detecting Laughter and Filler Events Interspeech 2017 Optimizing Differentiable Relaxations of Coreference Evaluation Metrics CoNLL 2017 Optimizing Ratio of Monotone Set Functions IJCAI 2017 Oracle Complexity of Second-Order Methods for Finite-Sum Problems ICML 2017 Oracle Summaries of Compressive Summarization ACL 2017 Order-Preserving Wasserstein Distance for Sequence Matching CVPR 2017 Order Statistics for Probabilistic Graphical Models IJCAI 2017 Ordinal Graphical Models: A Tale of Two Approaches ICML 2017 Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering IJCAI 2017 Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space ICML 2017 Parallel Streaming Wasserstein Barycenters NeurIPS 2017 Parameter identification in Markov chain choice models ALT 2017 Parametric Simplex Method for Sparse Learning NeurIPS 2017 Pareto Optimal Allocation under Uncertain Preferences IJCAI 2017 Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery NeurIPS 2017 Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017 Performance Bounds for Graphical Record Linkage AISTATS 2017 Perishability of Data: Dynamic Pricing under Varying-Coefficient Models JMLR 2017 Persistence Images: A Stable Vector Representation of Persistent Homology JMLR 2017 Pessimistic Leader-Follower Equilibria with Multiple Followers IJCAI 2017 Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation AISTATS 2017