Algorithms
89 papers
Papers per year
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Papers
Low-Rank Matrix and Tensor Completion via Adaptive Sampling
NeurIPS 2013
Near-Optimal Entrywise Sampling for Data Matrices
NeurIPS 2013
Sketching Structured Matrices for Faster Nonlinear Regression
NeurIPS 2013
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
NeurIPS 2012
Iterative ranking from pair-wise comparisons
NeurIPS 2012
Minimizing Uncertainty in Pipelines
NeurIPS 2012
Query Complexity of Derivative-Free Optimization
NeurIPS 2012
On Learning Discrete Graphical Models using Greedy Methods
NeurIPS 2011
Randomized Algorithms for Comparison-based Search
NeurIPS 2011
Rapid Deformable Object Detection using Dual-Tree Branch-and-Bound
NeurIPS 2011
Decomposing Isotonic Regression for Efficiently Solving Large Problems
NeurIPS 2010
Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis
NeurIPS 2009
QUIC-SVD: Fast SVD Using Cosine Trees
NeurIPS 2008
Graph Laplacian Regularization for Large-Scale Semidefinite Programming
NeurIPS 2006