Mathematics & Optimization

Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019 Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression JMLR 2019 Nonconvex sampling with the Metropolis-adjusted Langevin algorithm COLT 2019 Nonconvex Variance Reduced Optimization with Arbitrary Sampling ICML 2019 Nonlinear Acceleration of Primal-Dual Algorithms AISTATS 2019 Nonlinear scaling of resource allocation in sensory bottlenecks NeurIPS 2019 Non-Local Intrinsic Decomposition With Near-Infrared Priors ICCV 2019 Non-monotone Submodular Maximization with Nearly Optimal Adaptivity and Query Complexity ICML 2019 Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric NeurIPS 2019 Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses NeurIPS 2019 Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019 Non-smooth Optimization over Stiefel Manifolds with Applications to Dimensionality Reduction and Graph Clustering IJCAI 2019 Nonstochastic Multiarmed Bandits with Unrestricted Delays NeurIPS 2019 Nonuniformity of P-values Can Occur Early in Diverging Dimensions JMLR 2019 No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms NeurIPS 2019 No-regret algorithms for online k-submodular maximization AISTATS 2019 No-Regret Bayesian Optimization with Unknown Hyperparameters JMLR 2019 No-Regret Learning in Unknown Games with Correlated Payoffs NeurIPS 2019 Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT COLT 2019 Nostalgic Adam: Weighting More of the Past Gradients When Designing the Adaptive Learning Rate IJCAI 2019 Not All FPRASs are Equal: Demystifying FPRASs for DNF-Counting (Extended Abstract) IJCAI 2019 Numerical Optimization to AI, and Back AAAI 2019 Object Reachability via Swaps along a Line AAAI 2019 Oblivious and Semi-Oblivious Boundedness for Existential Rules IJCAI 2019 Obtaining Fairness using Optimal Transport Theory ICML 2019