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Co-authors
(352)
Robert J. Tibshirani
146
Jerome H. Friedman
51
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20
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14
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Authors
Trevor J. Hastie
Trevor J. Hastie,Stanford University,Statistics,Machine Learning & Pattern Recognition,Natural Language & Speech
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Trevor J. Hastie
Stanford University
Publications:
285
|
Citations:
29567
Fields:
Statistics
,
Machine Learning & Pattern Recognition
,
Natural Language & Speech
View FAQ about top research areas and Fields of study
Collaborated with
352 co-authors
from 1984 to 2012
|
Cited by
49239 authors
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Publications
(285)
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A Sparse-Group Lasso
Noah Simon
,
Jerome Friedman
,
Trevor Hastie
,
Rob Tibshirani
Journal:
Journal of Computational and Graphical Statistics - J COMPUT GRAPH STAT
, vol. just-accep, no. just-accep, 2012
Strong rules for discarding predictors in lasso‐type problems
Robert Tibshirani
,
Jacob Bien
,
Jerome Friedman
,
Trevor Hastie
,
Noah Simon
,
Jonathan Taylor
,
Ryan J. Tibshirani
Published in 2012.
Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent
Noah Simon
,
Jerome H. Friedman
,
Trevor Hastie
,
Rob Tibshirani
Published in 2011.
SparseNet: Coordinate Descent With Nonconvex Penalties
Rahul Mazumder
,
Jerome H. Friedman
,
Trevor Hastie
Published in 2011.
Exact covariance thresholding into connected components for large-scale Graphical Lasso
Rahul Mazumder
,
Trevor Hastie
Published in 2011.
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Citations
(29567 times by 21776 publications)
High-resolution urban land-cover classification using a competitive multi-scale object-based approach
Brian A. Johnson
Published in 2013.
Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
(
Citations: 3
)
Antonio Criminisi
,
Jamie Shotton
,
Ender Konukoglu
Published in 2012.
Novel Machine Learning Methods for ERP Analysis: A Validation From Research on Infants at Risk for Autism
(
Citations: 4
)
Daniel Stahl
,
Andrew Pickles
,
Mayada Elsabbagh
,
Mark H. Johnson
Journal:
Developmental Neuropsychology - DEVELOP NEUROPSYCHOL
, vol. 37, no. 3, pp. 274-298, 2012
Predicting Wild Hosts for Amphibian Chytridiomycosis: Integrating Host Life-History Traits with Pathogen Environmental Requirements
(
Citations: 1
)
Kris A. Murray
,
Lee F. Skerratt
Journal:
Human and Ecological Risk Assessment - HUM ECOL RISK ASSESSMENT
, vol. 18, no. 1, pp. 200-224, 2012
Detecting and distinguishing moisture- and salinity-induced stress in wheat and maize through in situ spectroradiometry measurements
(
Citations: 1
)
Adel Mohamed H. Elmetwalli
,
Andrew Nicholas Tyler
,
Peter David Hunter
,
Carol Ann Salt
Published in 2012.
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