Continuous Optimization

A Quaternion-Based Certifiably Optimal Solution to the Wahba Problem With Outliers ICCV 2019 A Rank-1 Sketch for Matrix Multiplicative Weights COLT 2019 Argumentation for Explainable Scheduling AAAI 2019 A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019 A Robust Spectral Algorithm for Overcomplete Tensor Decomposition COLT 2019 Articulatory Analysis of Transparent Vowel /iː/ in Harmonic and Antiharmonic Hungarian Stems: Is There a Difference? Interspeech 2019 Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems AAAI 2019 Asynchronous Stochastic Frank-Wolfe Algorithms for Non-Convex Optimization IJCAI 2019 Attribute-efficient learning of monomials over highly-correlated variables ALT 2019 A unified variance-reduced accelerated gradient method for convex optimization NeurIPS 2019 A Universal Algorithm for Variational Inequalities Adaptive to Smoothness and Noise COLT 2019 A Universally Optimal Multistage Accelerated Stochastic Gradient Method NeurIPS 2019 Autoencoding any Data through Kernel Autoencoders AISTATS 2019 A Variational Pan-Sharpening With Local Gradient Constraints CVPR 2019 Average Case Column Subset Selection for Entrywise ℓ_1-Norm Loss NeurIPS 2019 BAD SLAM: Bundle Adjusted Direct RGB-D SLAM CVPR 2019 Bayesian Optimization of Composite Functions ICML 2019 Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NeurIPS 2019 Beyond Backprop: Online Alternating Minimization with Auxiliary Variables ICML 2019 Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization NeurIPS 2019 Beyond Volumetric Albedo -- A Surface Optimization Framework for Non-Line-Of-Sight Imaging CVPR 2019 Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization AAAI 2019 Binarsity: a penalization for one-hot encoded features in linear supervised learning JMLR 2019 BiOWA for Preference Aggregation with Bipolar Scales: Application to Fair Optimization in Combinatorial Domains IJCAI 2019 Blended Conditonal Gradients ICML 2019