← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6876 directly classified papers

Papers per year

Papers

Efficient Private Empirical Risk Minimization for High-dimensional Learning ICML 2016
Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016
How to Fake Multiply by a Gaussian Matrix ICML 2016
Recycling Randomness with Structure for Sublinear time Kernel Expansions ICML 2016
Preconditioning Kernel Matrices ICML 2016
Fast Algorithms for Convolutional Neural Networks CVPR 2016
Quantized Convolutional Neural Networks for Mobile Devices CVPR 2016
Binarized Neural Networks NIPS 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Learning Sensor Multiplexing Design through Back-propagation NIPS 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes NIPS 2016
Learning the Number of Neurons in Deep Networks NIPS 2016
Learning Structured Sparsity in Deep Neural Networks NIPS 2016
Low-Rank Matrix Approximation with Stability ICML 2016
Memory-Efficient Modeling and Search Techniques for Hardware ASR Decoders INTERSPEECH 2016
Memory-Efficient Backpropagation Through Time NIPS 2016
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions NIPS 2016
Quantization based Fast Inner Product Search AISTATS 2016
A Sparse Spherical Harmonic-Based Model in Subbands for Head-Related Transfer Functions INTERSPEECH 2016
A Communication-Efficient Parallel Algorithm for Decision Tree NIPS 2016
Effect of Incomplete Meta-dataset on Average Ranking Method AUTOML 2016
Evolving GPU Machine Code JMLR 2015
PQTable: Fast Exact Asymmetric Distance Neighbor Search for Product Quantization Using Hash Tables ICCV 2015
RGBD-Fusion: Real-Time High Precision Depth Recovery CVPR 2015
CV-HAZOP: Introducing Test Data Validation for Computer Vision ICCV 2015