Mathematics & Optimization

Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019 Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial Models ICML 2019 Fast Decomposable Submodular Function Minimization using Constrained Total Variation NeurIPS 2019 Fast determinantal point processes via distortion-free intermediate sampling COLT 2019 Faster Algorithms for Binary Matrix Factorization ICML 2019 Faster Algorithms for High-Dimensional Robust Covariance Estimation COLT 2019 Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds AISTATS 2019 Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization AAAI 2019 Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization ICML 2019 Faster width-dependent algorithm for mixed packing and covering LPs NeurIPS 2019 Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications ICML 2019 Fast Iterative Combinatorial Auctions via Bayesian Learning AAAI 2019 Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NeurIPS 2019 Fast Mean Estimation with Sub-Gaussian Rates COLT 2019 Fast Parallel Algorithms for Statistical Subset Selection Problems NeurIPS 2019 Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019 Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression NeurIPS 2019 Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019 Fast Sparse Group Lasso NeurIPS 2019 Fast Stochastic Algorithms for Low-rank and Nonsmooth Matrix Problems AISTATS 2019 Fast structure learning with modular regularization NeurIPS 2019 Feature subset selection for the multinomial logit model via mixed-integer optimization AISTATS 2019 FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms ACL 2019 Finding Mixed Nash Equilibria of Generative Adversarial Networks ICML 2019 Finding Optimal Solutions in HTN Planning - A SAT-based Approach IJCAI 2019