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Efficient Computing

6,898 papers

Papers per year

3
11
55
503
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Papers

Random Projections for $k$-means Clustering NIPS 2010
Practical Large-Scale Optimization for Max-norm Regularization NIPS 2010
Mixture of time-warped trajectory models for movement decoding NIPS 2010
Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform NIPS 2010
Structured Prediction Cascades AISTATS 2010
A Fast Hybrid Algorithm for Large-Scale -Regularized Logistic Regression JMLR 2010
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM JMLR 2010
MOA: Massive Online Analysis JMLR 2010
The SHOGUN Machine Learning Toolbox JMLR 2010
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design JMLR 2010
Sensor Placement for Improved Robotic Navigation RSS 2010
Linear-time Algorithms for Pairwise Statistical Problems NIPS 2009
Efficient Learning using Forward-Backward Splitting NIPS 2009
Noise Characterization, Modeling, and Reduction for In Vivo Neural Recording NIPS 2009
Matrix Completion from Noisy Entries NIPS 2009
An Online Algorithm for Large Scale Image Similarity Learning NIPS 2009
Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units NIPS 2009
Accurate rough terrain estimation with space-carving kernels RSS 2009
QUIC-SVD: Fast SVD Using Cosine Trees NIPS 2008
A Massively Parallel Digital Learning Processor NIPS 2008
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
Artificial Olfactory Brain for Mixture Identification NIPS 2008
Optimization on a Budget: A Reinforcement Learning Approach NIPS 2008
Automatic online tuning for fast Gaussian summation NIPS 2008
Predictive Indexing for Fast Search NIPS 2008