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Co-authors
(34)
Peter L. Bartlett
16
Alain Pajor
12
Nicole Tomczak-Jaegermann
8
Petra Philips
6
Guillaume Lecue (Guillaume Lecué)
4
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Authors
Shahar Mendelson
Shahar Mendelson,Technion Israel Institute of Technology,Machine Learning & Pattern Recognition,Algorithms & Theory,Geometry
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Shahar Mendelson
Technion Israel Institute of Technology
Publications:
78
|
Citations:
1162
Fields:
Machine Learning & Pattern Recognition
,
Algorithms & Theory
,
Geometry
View FAQ about top research areas and Fields of study
Collaborated with
34 co-authors
from 1989 to 2012
|
Cited by
700 authors
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Publications
(78)
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RefWorks
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General nonexact oracle inequalities for classes with a subexponential envelope
Guillaume Lecué
,
Shahar Mendelson
Journal:
Annals of Statistics - ANN STATIST
, vol. 40, no. 2012, pp. 832-860, 2012
On generic chaining and the smallest singular value of random matrices with heavy tails
Shahar Mendelson
,
Grigoris Paouris
Published in 2011.
Discrepancy, chaining and subgaussian processes
Shahar Mendelson
Journal:
Annals of Probability - ANN PROBAB
, vol. 39, no. 2011, pp. 985-1026, 2011
Sharper lower bounds on the performance of the empirical risk minimization algorithm
Guillaume Lecué
,
Shahar Mendelson
Published in 2011.
Regularization in kernel learning
(
Citations: 11
)
Shahar Mendelson
,
Joseph Neeman
Journal:
Annals of Statistics - ANN STATIST
, vol. 38, no. 1, pp. 526-565, 2010
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Citations
(1162 times by 622 publications)
Estimating Individualized Treatment Rules Using Outcome Weighted Learning
Yingqi Zhao
,
Donglin Zeng
,
A. John Rush
,
Michael R. Kosorok
Journal:
Journal of The American Statistical Association - J AMER STATIST ASSN
, vol. just-accep, no. just-accep, 2012
Sign patterns with minimum rank 2 and upper bounds on minimum ranks
Zhongshan Li
,
Yubin Gao
,
Marina Arav
,
Fei Gong
,
Wei Gao
,
Frank J. Hall
,
Hein van der Holst
Journal:
Linear & Multilinear Algebra - LINEAR MULTILINEAR ALGEBRA
, vol. ahead-of-p, no. ahead-of-p, pp. 1-14, 2012
A General Framework for Dimensionality-Reducing Data Visualization Mapping
Kerstin Bunte
,
Michael Biehl
,
Barbara Hammer
Journal:
Neural Computation - NECO
, vol. 24, no. 3, pp. 771-804, 2012
Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning
Shay B. Cohen
,
Noah A. Smith
Journal:
Computational Linguistics - COLI
, vol. 38, no. 3, pp. 479-526, 2012
Least-squares regularized regression with dependent samples and q-penalty
Yun-Long Feng
Journal:
Applicable Analysis
, vol. 91, no. 5, pp. 979-991, 2012
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