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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Scalable Simple Random Sampling and Stratified Sampling ICML 2013
Structured Light in Sunlight ICCV 2013
New Subsampling Algorithms for Fast Least Squares Regression NIPS 2013
Offline Mobile Instance Retrieval with a Small Memory Footprint ICCV 2013
BRDF Slices: Accurate Adaptive Anisotropic Appearance Acquisition CVPR 2013
Area Preserving Brain Mapping CVPR 2013
As-Projective-As-Possible Image Stitching with Moving DLT CVPR 2013
Fast Near-GRID Gaussian Process Regression AISTATS 2013
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension AISTATS 2013
The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification ICML 2013
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013
Distributed training of Large-scale Logistic models ICML 2013
Large-Scale Learning with Less RAM via Randomization ICML 2013
Fastfood - Computing Hilbert Space Expansions in loglinear time ICML 2013
Efficient Multi-label Classification with Many Labels ICML 2013
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction ICML 2013
Robust Regression on MapReduce ICML 2013
Keep It Simple And Sparse: Real-Time Action Recognition JMLR 2013
BudgetedSVM: A Toolbox for Scalable SVM Approximations JMLR 2013
Learning Adaptive Value of Information for Structured Prediction NIPS 2013
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server NIPS 2013
Designed Measurements for Vector Count Data NIPS 2013
Sketching Structured Matrices for Faster Nonlinear Regression NIPS 2013
Polar Operators for Structured Sparse Estimation NIPS 2013
Fast Template Evaluation with Vector Quantization NIPS 2013