Continuous Optimization

Efficient First-Order Algorithms for Adaptive Signal Denoising ICML 2018 Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features NeurIPS 2018 Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018 Efficient Projection onto the Perfect Phylogeny Model NeurIPS 2018 Epoch Extraction from Pathological Children Speech Using Single Pole Filtering Approach Interspeech 2018 Escaping Saddle Points in Constrained Optimization NeurIPS 2018 Estimation of Graphical Models through Structured Norm Minimization JMLR 2018 Estimation of Markov Chain via Rank-Constrained Likelihood ICML 2018 Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements IJCAI 2018 Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization Interspeech 2018 Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions EMNLP 2018 Fast and Robust Estimation for Unit-Norm Constrained Linear Fitting Problems CVPR 2018 Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018 Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018 Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework ICML 2018 Fast Online Trajectory Optimization for the Bipedal Robot Cassie RSS 2018 Fast Similarity Search via Optimal Sparse Lifting NeurIPS 2018 Fast Variance Reduction Method with Stochastic Batch Size ICML 2018 Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction AISTATS 2018 Frank-Wolfe Splitting via Augmented Lagrangian Method AISTATS 2018 Frank-Wolfe with Subsampling Oracle ICML 2018 Gauged Mini-Bucket Elimination for Approximate Inference AISTATS 2018 Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018 Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NeurIPS 2018 Geometric Multi-Model Fitting With a Convex Relaxation Algorithm CVPR 2018