Mathematics & Optimization

Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice ICML 2018 Fast MCMC Sampling Algorithms on Polytopes JMLR 2018 Fast Online Trajectory Optimization for the Bipedal Robot Cassie RSS 2018 Fast Randomized PCA for Sparse Data ACML 2018 Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions NeurIPS 2018 Fast Similarity Search via Optimal Sparse Lifting NeurIPS 2018 Fast Variance Reduction Method with Stochastic Batch Size ICML 2018 Feasible Arm Identification ICML 2018 Finding Frequent Entities in Continuous Data IJCAI 2018 Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction AISTATS 2018 Finding Minimal Separators in LWF Chain Graphs PGM 2018 Finding Optimal Bayesian Networks with Local Structure PGM 2018 Firing Bandits: Optimizing Crowdfunding ICML 2018 Fitting a Putative Manifold to Noisy Data COLT 2018 Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR 2018 Forward-Backward Splitting for Time-Varying Graphical Models PGM 2018 Found Graph Data and Planted Vertex Covers NeurIPS 2018 Frank-Wolfe Splitting via Augmented Lagrangian Method AISTATS 2018 Frank-Wolfe with Subsampling Oracle ICML 2018 From Conjunctive Queries to Instance Queries in Ontology-Mediated Querying IJCAI 2018 Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018 Fully Understanding The Hashing Trick NeurIPS 2018 Fundamental Limits of Weak Recovery with Applications to Phase Retrieval COLT 2018 Gauged Mini-Bucket Elimination for Approximate Inference AISTATS 2018 Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018