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Efficient Computing

6,898 papers

Papers per year

3
11
55
503
1398
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Papers

Clustering High Dimensional Dynamic Data Streams ICML 2017
Deep Tensor Convolution on Multicores ICML 2017
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017
MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017
Logarithmic Time One-Against-Some ICML 2017
Coresets for Vector Summarization with Applications to Network Graphs ICML 2017
Efficient softmax approximation for GPUs ICML 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017
Efficient Nonmyopic Active Search ICML 2017
StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent ICML 2017
Multi-fidelity Bayesian Optimisation with Continuous Approximations ICML 2017
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things ICML 2017
Delta Networks for Optimized Recurrent Network Computation ICML 2017
Real-Time Adaptive Image Compression ICML 2017
Analytical Guarantees on Numerical Precision of Deep Neural Networks ICML 2017
Optimal Densification for Fast and Accurate Minwise Hashing ICML 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting ICML 2017
Beyond Filters: Compact Feature Map for Portable Deep Model ICML 2017
Tensor-Train Recurrent Neural Networks for Video Classification ICML 2017
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction ICML 2017
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning ICML 2017
Operation Frames and Clubs in Kidney Exchange IJCAI 2017
Learning-Based Abstractions for Nonlinear Constraint Solving IJCAI 2017
Learning to Run Heuristics in Tree Search IJCAI 2017