convex optimization

Mapping, Localization and Path Planning for Image-Based Navigation Using Visual Features and Map CVPR 2019 Maximum Entropy Distributions: Bit Complexity and Stability COLT 2019 Meta-Learning With Differentiable Convex Optimization CVPR 2019 Minimum Volume Topic Modeling AISTATS 2019 Near-optimal method for highly smooth convex optimization COLT 2019 Near Optimal Methods for Minimizing Convex Functions with Lipschitz p-th Derivatives COLT 2019 Necessary and Sufficient Geometries for Gradient Methods NeurIPS 2019 New Convex Relaxations for MRF Inference With Unknown Graphs ICCV 2019 Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms AAAI 2019 Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations ALT 2019 Numerical Optimization to AI, and Back AAAI 2019 On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don’t Worry About its Nonsmooth Loss Function UAI 2019 Online Convex Matrix Factorization with Representative Regions NeurIPS 2019 On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem AAAI 2019 Open Problem: The Oracle Complexity of Convex Optimization with Limited Memory COLT 2019 Optimal Control Via Neural Networks: A Convex Approach ICLR 2019 Optimal Convergence Rates for Convex Distributed Optimization in Networks JMLR 2019 Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator AISTATS 2019 Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter ACML 2019 Optimal Tensor Methods in Smooth Convex and Uniformly ConvexOptimization COLT 2019 Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation NeurIPS 2019 Optimizing over a Restricted Policy Class in MDPs AISTATS 2019 Outlier Detection and Robust PCA Using a Convex Measure of Innovation NeurIPS 2019 Partial Label Learning with Self-Guided Retraining AAAI 2019 Polarimetric Camera Calibration Using an LCD Monitor CVPR 2019