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Continuous Optimization

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Papers

On the Complexity of Approximating Wasserstein Barycenters ICML 2019
Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number ICML 2019
Clipped Matrix Completion: A Remedy for Ceiling Effects AAAI 2019
Oversampling for Imbalanced Data via Optimal Transport AAAI 2019
Argumentation for Explainable Scheduling AAAI 2019
Beyond Volumetric Albedo -- A Surface Optimization Framework for Non-Line-Of-Sight Imaging CVPR 2019
Practical Coding Function Design for Time-Of-Flight Imaging CVPR 2019
Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019
Support Localization and the Fisher Metric for off-the-grid Sparse Regularization AISTATS 2019
Restarting Frank-Wolfe AISTATS 2019
Low-Rank Laplacian-Uniform Mixed Model for Robust Face Recognition CVPR 2019
Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator AISTATS 2019
Autoencoding any Data through Kernel Autoencoders AISTATS 2019
Conditional Sparse $L_p$-norm Regression With Optimal Probability AISTATS 2019
On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition AISTATS 2019
Efficient Bayesian Experimental Design for Implicit Models AISTATS 2019
Blind Demixing via Wirtinger Flow with Random Initialization AISTATS 2019
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems AISTATS 2019
Accelerated Coordinate Descent with Arbitrary Sampling and Best Rates for Minibatches AISTATS 2019
Linear Convergence of the Primal-Dual Gradient Method for Convex-Concave Saddle Point Problems without Strong Convexity AISTATS 2019
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds AISTATS 2019
Isospectralization, or How to Hear Shape, Style, and Correspondence CVPR 2019
Enhancing Lazy Grounding with Lazy Normalization in Answer-Set Programming AAAI 2019
A Generalized Language Model in Tensor Space AAAI 2019
Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019