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Efficient Computing

6,898 papers

Papers per year

3
11
55
503
1398
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Papers

A Statistical Perspective on Algorithmic Leveraging ICML 2014
Memory Efficient Kernel Approximation ICML 2014
On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection ICML 2014
Safe Screening with Variational Inequalities and Its Application to Lasso ICML 2014
Coding for Random Projections ICML 2014
Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising ICML 2014
Composite Quantization for Approximate Nearest Neighbor Search ICML 2014
Circulant Binary Embedding ICML 2014
Making Fisher Discriminant Analysis Scalable ICML 2014
Memory and Computation Efficient PCA via Very Sparse Random Projections ICML 2014
Fast Multi-stage Submodular Maximization ICML 2014
Fast SVM Training Using Approximate Extreme Points JMLR 2014
The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R JMLR 2014
Adaptive Sampling for Large Scale Boosting JMLR 2014
Dropout: A Simple Way to Prevent Neural Networks from Overfitting JMLR 2014
pystruct - Learning Structured Prediction in Python JMLR 2014
Classifier Cascades and Trees for Minimizing Feature Evaluation Cost JMLR 2014
Boosting Algorithms for Detector Cascade Learning JMLR 2014
Accelerating t-SNE using Tree-Based Algorithms JMLR 2014
Efficient Visual-Inertial Navigation using a Rolling-Shutter Camera with Inaccurate Timestamps RSS 2014
Robust Bloom Filters for Large MultiLabel Classification Tasks NIPS 2013
New Subsampling Algorithms for Fast Least Squares Regression NIPS 2013
Distributed Exploration in Multi-Armed Bandits NIPS 2013
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NIPS 2013
Fast Template Evaluation with Vector Quantization NIPS 2013