Efficient Computing

A Statistical Perspective on Algorithmic Leveraging ICML 2014 Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NeurIPS 2014 BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR 2014 Boosting Algorithms for Detector Cascade Learning JMLR 2014 Circulant Binary Embedding ICML 2014 Classifier Cascades and Trees for Minimizing Feature Evaluation Cost JMLR 2014 Coding for Random Projections ICML 2014 Collaborative Hashing CVPR 2014 Communication Efficient Distributed Machine Learning with the Parameter Server NeurIPS 2014 Composite Quantization for Approximate Nearest Neighbor Search ICML 2014 Compressed Counting Meets Compressed Sensing COLT 2014 Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising ICML 2014 Covariance shrinkage for autocorrelated data NeurIPS 2014 Dropout: A Simple Way to Prevent Neural Networks from Overfitting JMLR 2014 Efficient Algorithms and Error Analysis for the Modified Nystrom Method AISTATS 2014 Efficient Feature Extraction, Encoding and Classification for Action Recognition CVPR 2014 Efficient Optimization for Average Precision SVM NeurIPS 2014 Efficient Visual-Inertial Navigation using a Rolling-Shutter Camera with Inaccurate Timestamps RSS 2014 Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation NeurIPS 2014 Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR 2014 Fast and Robust Least Squares Estimation in Corrupted Linear Models NeurIPS 2014 Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014 Fast Multi-stage Submodular Maximization ICML 2014 Fast Prediction for Large-Scale Kernel Machines NeurIPS 2014 Fast SVM Training Using Approximate Extreme Points JMLR 2014