Mathematics & Optimization

Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices AISTATS 2016 Linear Contextual Bandits with Knapsacks 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 Linear Relaxations for Finding Diverse Elements in Metric Spaces NeurIPS 2016 Linear Shape Deformation Models With Local Support Using Graph-Based Structured Matrix Factorisation CVPR 2016 Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences NeurIPS 2016 Local Minimax Complexity of Stochastic Convex Optimization 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 Loss Bounds and Time Complexity for Speed Priors AISTATS 2016 Low-Rank and Sparse Structure Pursuit via Alternating Minimization AISTATS 2016 Low-Rank Approximation of Weighted Tree Automata AISTATS 2016 Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 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 Machine Learning in an Auction Environment JMLR 2016 Macroscopic Interferometry: Rethinking Depth Estimation With Frequency-Domain Time-Of-Flight CVPR 2016 Mapping Estimation for Discrete Optimal Transport NeurIPS 2016 Matrix Completion has No Spurious Local Minimum NeurIPS 2016 Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization ICML 2016 Maximal Sparsity with Deep Networks? NeurIPS 2016 Maximization of Approximately Submodular Functions NeurIPS 2016