Tianyi Zhou's Research Blog
Updates on my research and papers, technique notes, discussion of open problems and any other topics about machine learning, compressed sensing, statistics and optimization.
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FIRSTNAME.david.LASTNAME AT gmail.com
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http://crazywindy.wordpress.com
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Publications
1-bit measurements
Bregman iteration
classification
clustering
compressed sensing
computer vision
conical hull problem
convex optimization
dimension reduction
Divide-and-Conquer
elastic net
fast algorithm
fast SVD
feature selection
fixed point continuation
game
greedy search
group sparsity
Hamming Compressed Sensing
iterative thresholding
K-means
latent variable model
low-rank
manifold learning
matrix completion
matrix factorization
multi-label learning
N-cut
Nesterov's method
NIPS 2011
Nonnegative Matrix Factorization
optimization
Quantization recovery
randomized optimization
robust principal component analysis
SDP
Separable assumption
sparse learning
Spectral clustering
structured learning
SVM
ClustrMaps
What’s new
List of Submodular Optimization on Streaming Data (In Update)
Divide-and-Conquer Learning by Anchoring a Conical Hull
Multi-task Copula – A semiparametric joint prediction model for multiple outputs with sparse graph structure
NeSVM (Nesterov’s method for SVM) code for our ICDM 2010 paper
AISTATS 2013 GreBsmo code is released
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