← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6876 directly classified papers

Papers per year

Papers

Adaptive Randomized Dimension Reduction on Massive Data JMLR 2017
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017
Storage Fit Learning with Unlabeled Data IJCAI 2017
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction ICML 2017
Clustering High Dimensional Dynamic Data Streams ICML 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017
Learning-Based Abstractions for Nonlinear Constraint Solving IJCAI 2017
Hierarchically Compositional Kernels for Scalable Nonparametric Learning JMLR 2017
Globally Induced Forest: A Prepruning Compression Scheme ICML 2017
A Convolutional Encoder Model for Neural Machine Translation ACL 2017
Node Pruning Based on Entropy of Weights and Node Activity for Small-Footprint Acoustic Model Based on Deep Neural Networks INTERSPEECH 2017
ECO: Efficient Convolution Operators for Tracking CVPR 2017
Making 360deg Video Watchable in 2D: Learning Videography for Click Free Viewing CVPR 2017
A Comparative Evaluation of GMM-Free State Tying Methods for ASR INTERSPEECH 2017
VFP: A Virtual Switch Platform for Host SDN in the Public Cloud NSDI 2017
StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent ICML 2017
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017
Hardware-Efficient Guided Image Filtering for Multi-Label Problem CVPR 2017
Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017
Superpixel-Based Tracking-By-Segmentation Using Markov Chains CVPR 2017
XPose: Reinventing User Interaction with Flying Cameras RSS 2017
An Inductance-Based Sensing System for Bellows-Driven Continuum Joints in Soft Robots RSS 2017
An Extensible Framework for Verification of Numerical Claims EACL 2017
End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks IJCAI 2017
Beyond Filters: Compact Feature Map for Portable Deep Model ICML 2017