Continuous Optimization

Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization NeurIPS 2016 Laplacian Patch-Based Image Synthesis CVPR 2016 Large-Scale Optimization Algorithms for Sparse Conditional Gaussian Graphical Models AISTATS 2016 LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NeurIPS 2016 Learning Additive Exponential Family Graphical Models via ℓ_2,1-norm Regularized M-Estimation NeurIPS 2016 Learning Kernels with Random Features NeurIPS 2016 Learning Sparse Gaussian Graphical Models with Overlapping Blocks NeurIPS 2016 Linear Convergence of Randomized Feasible Descent Methods Under the Weak Strong Convexity Assumption JMLR 2016 Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization ACML 2016 Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes NeurIPS 2016 Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016 Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization Interspeech 2016 Low-Rank and Sparse Structure Pursuit via Alternating Minimization AISTATS 2016 Low-Rank Regression with Tensor Responses NeurIPS 2016 Low-rank Solutions of Linear Matrix Equations via Procrustes Flow ICML 2016 Low-rank tensor completion: a Riemannian manifold preconditioning approach ICML 2016 Megaman: Scalable Manifold Learning in Python JMLR 2016 Min Norm Point Algorithm for Higher Order MRF-MAP Inference CVPR 2016 Mixed Linear Regression with Multiple Components NeurIPS 2016 ML Parameter Generation with a Reformulated MGE Training Criterion — Participation in the Voice Conversion Challenge 2016 Interspeech 2016 MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016 Multi-Channel Linear Prediction Based on Binaural Coherence for Speech Dereverberation Interspeech 2016 Multiresolution Matrix Compression AISTATS 2016 Nearly Isometric Embedding by Relaxation NeurIPS 2016 Near-Optimal Smoothing of Structured Conditional Probability Matrices NeurIPS 2016