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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015
pystruct - Learning Structured Prediction in Python JMLR 2014
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
Fast SVM Training Using Approximate Extreme Points JMLR 2014
Safe Screening with Variational Inequalities and Its Application to Lasso ICML 2014
Unified Face Analysis by Iterative Multi-Output Random Forests CVPR 2014
Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014
Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising ICML 2014
Three Guidelines of Online Learning for Large-Scale Visual Recognition CVPR 2014
Compressed Counting Meets Compressed Sensing COLT 2014
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR 2014
Speeding Up Tracking by Ignoring Features CVPR 2014
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR 2014
Communication Efficient Distributed Machine Learning with the Parameter Server NIPS 2014
Collaborative Hashing CVPR 2014
BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR 2014
Classifier Cascades and Trees for Minimizing Feature Evaluation Cost JMLR 2014
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification CVPR 2014
Efficient Feature Extraction, Encoding and Classification for Action Recognition CVPR 2014
Minimal Scene Descriptions from Structure from Motion Models CVPR 2014
Locally Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR 2014
Accelerating t-SNE using Tree-Based Algorithms JMLR 2014
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NIPS 2014