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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Efficient Algorithms and Error Analysis for the Modified Nystrom Method AISTATS 2014
Fast Multi-stage Submodular Maximization ICML 2014
Circulant Binary Embedding ICML 2014
Covariance shrinkage for autocorrelated data NIPS 2014
Coding for Random Projections ICML 2014
Adaptive Sampling for Large Scale Boosting JMLR 2014
Classifier Cascades and Trees for Minimizing Feature Evaluation Cost JMLR 2014
Boosting Algorithms for Detector Cascade Learning JMLR 2014
Dropout: A Simple Way to Prevent Neural Networks from Overfitting JMLR 2014
Efficient Optimization for Average Precision SVM NIPS 2014
The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R JMLR 2014
Making Fisher Discriminant Analysis Scalable ICML 2014
Efficient Visual-Inertial Navigation using a Rolling-Shutter Camera with Inaccurate Timestamps RSS 2014
Adaptive Color Attributes for Real-Time Visual Tracking CVPR 2014
Additive Quantization for Extreme Vector Compression CVPR 2014
Multivariate Regression with Calibration NIPS 2014
Efficient Feature Extraction, Encoding and Classification for Action Recognition CVPR 2014
BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation NIPS 2014
Fisher and VLAD with FLAIR CVPR 2014
Minimal Scene Descriptions from Structure from Motion Models CVPR 2014
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning NIPS 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification CVPR 2014
Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR 2013