Efficient Computing

Exploring Collections of Multimedia Archives Through Innovative Interfaces in the Context of Digital Humanities Interspeech 2016 Far-Field ASR Without Parallel Data Interspeech 2016 FaSST: Fast, Scalable and Simple Distributed Transactions with Two-Sided (RDMA) Datagram RPCs OSDI 2016 Fast Algorithms for Convolutional Neural Networks CVPR 2016 Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices Interspeech 2016 Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016 Fast ConvNets Using Group-Wise Brain Damage CVPR 2016 Firmament: Fast, Centralized Cluster Scheduling at Scale OSDI 2016 Fixed Point Quantization of Deep Convolutional Networks ICML 2016 Hierarchical Classification of Speaker and Background Noise and Estimation of SNR Using Sparse Representation Interspeech 2016 How to Fake Multiply by a Gaussian Matrix ICML 2016 Improved Hamming Distance Search Using Variable Length Substrings CVPR 2016 Improving English Conversational Telephone Speech Recognition Interspeech 2016 Incremental Consistency Guarantees for Replicated Objects OSDI 2016 Intermittent Computation without Hardware Support or Programmer Intervention OSDI 2016 Kraken: Leveraging Live Traffic Tests to Identify and Resolve Resource Utilization Bottlenecks in Large Scale Web Services OSDI 2016 Learning Sensor Multiplexing Design through Back-propagation NeurIPS 2016 Learning Structured Sparsity in Deep Neural Networks NeurIPS 2016 Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization COLING 2016 Learning the Number of Neurons in Deep Networks NeurIPS 2016 LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems JMLR 2016 LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NeurIPS 2016 Low-Rank Matrix Approximation with Stability ICML 2016 Memory-Efficient Backpropagation Through Time NeurIPS 2016 Memory-Efficient Modeling and Search Techniques for Hardware ASR Decoders Interspeech 2016