Optimization

Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives ICML 2016 Improving the Robustness of Deep Neural Networks via Stability Training CVPR 2016 Incremental Consistency Guarantees for Replicated Objects OSDI 2016 Incremental Global Event Extraction COLING 2016 In Defense of Sparse Tracking: Circulant Sparse Tracker CVPR 2016 Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF COLING 2016 Intelligibility Enhancement at the Receiving End of the Speech Transmission System — Effects of Far-End Noise Reduction Interspeech 2016 In the Shadows, Shape Priors Shine: Using Occlusion to Improve Multi-Region Segmentation CVPR 2016 Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics AISTATS 2016 Isometric Non-Rigid Shape-From-Motion in Linear Time CVPR 2016 Iterative Hessian Sketch: Fast and Accurate Solution Approximation for Constrained Least-Squares JMLR 2016 Iterative Regularization for Learning with Convex Loss Functions JMLR 2016 Joint Enhancement and Coding of Speech by Incorporating Wiener Filtering in a CELP Codec Interspeech 2016 Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification CVPR 2016 Jointly Optimizing Activation Coefficients of Convolutive NMF Using DNN for Speech Separation Interspeech 2016 Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization NeurIPS 2016 Kernel Estimation and Model Combination in A Bandit Problem with Covariates JMLR 2016 L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs JMLR 2016 Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling CVPR 2016 Launch and Iterate: Reducing Prediction Churn NeurIPS 2016 Learning and Inference via Maximum Inner Product Search ICML 2016 Learning Deep Representation for Imbalanced Classification CVPR 2016 Learning Infinite RBMs with Frank-Wolfe NeurIPS 2016 Learning Parametric Sparse Models for Image Super-Resolution NeurIPS 2016 Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016