Optimization

Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent COLT 2018 SnailTrail: Generalizing Critical Paths for Online Analysis of Distributed Dataflows NSDI 2018 SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion CVPR 2018 Socially Motivated Partial Cooperation in Multi-agent Local Search IJCAI 2018 Solving Large Sequential Games with the Excessive Gap Technique NeurIPS 2018 Solving lp-norm regularization with tensor kernels AISTATS 2018 Solving M-Modes in Loopy Graphs Using Tree Decompositions PGM 2018 Solving Non-smooth Constrained Programs with Lower Complexity than O(1/ε): A Primal-Dual Homotopy Smoothing Approach NeurIPS 2018 Solving Separable Nonsmooth Problems Using Frank-Wolfe with Uniform Affine Approximations IJCAI 2018 Solving Sudoku with Consistency: A Visual and Interactive Approach IJCAI 2018 SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018 Sparse and Constrained Attention for Neural Machine Translation ACL 2018 Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding NeurIPS 2018 Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018 SparseMAP: Differentiable Sparse Structured Inference ICML 2018 Sparse PCA from Sparse Linear Regression NeurIPS 2018 Sparsified SGD with Memory NeurIPS 2018 Spectral Normalization for Generative Adversarial Networks ICLR 2018 Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization Interspeech 2018 Speech Enhancement Using the Minimum-probability-of-error Criterion Interspeech 2018 Speech Source Separation Using ICA in Constant Q Transform Domain Interspeech 2018 Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018 SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator NeurIPS 2018 Spline Error Weighting for Robust Visual-Inertial Fusion CVPR 2018 Spurious Local Minima are Common in Two-Layer ReLU Neural Networks ICML 2018