Efficient Computing

A WFST Framework for Single-Pass Multi-Stream Decoding Interspeech 2016 Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies AISTATS 2016 Binarized Neural Networks NeurIPS 2016 CLARINET: WAN-Aware Optimization for Analytics Queries OSDI 2016 CNNpack: Packing Convolutional Neural Networks in the Frequency Domain NeurIPS 2016 Communication Efficient Distributed Agnostic Boosting AISTATS 2016 Computationally Efficient Nyström Approximation using Fast Transforms ICML 2016 Coordinated and Efficient Huge Page Management with Ingens OSDI 2016 Cost Sensitive Online Multiple Kernel Classification ACML 2016 Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin ICML 2016 Demonstration of ChaKi.NET – beyond the corpus search system COLING 2016 Digitala: An Augmented Test and Review Process Prototype for High-Stakes Spoken Foreign Language Examination Interspeech 2016 Dimensionality Reduction of Massive Sparse Datasets Using Coresets NeurIPS 2016 Dynamic Capacity Networks ICML 2016 Dynamic Network Surgery for Efficient DNNs NeurIPS 2016 EbbRT: A Framework for Building Per-Application Library Operating Systems OSDI 2016 Effect of Incomplete Meta-dataset on Average Ranking Method AutoML 2016 Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes JMLR 2016 Efficient Indexing of Billion-Scale Datasets of Deep Descriptors CVPR 2016 Efficient Large-Scale Similarity Search Using Matrix Factorization CVPR 2016 Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity ICML 2016 Efficient Private Empirical Risk Minimization for High-dimensional Learning ICML 2016 Efficient Segmental Cascades for Speech Recognition Interspeech 2016 Equivalence of Graphical Lasso and Thresholding for Sparse Graphs JMLR 2016 Exploiting Cyclic Symmetry in Convolutional Neural Networks ICML 2016