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Statistics and Data Science
Northwestern University
Judd A. and Marjorie Weinberg College of Arts and Sciences
Overview
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Network
Experts
(22)
Research Output
(874)
Research Data
(24)
Grants
(82)
Research Output
Research Output per year
1976
1988
1991
1994
1999
2000
2004
2007
2008
2009
2010
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
612
Article
78
Chapter
50
Conference contribution
29
Review article
105
More
25
Other report
25
Comment/debate
17
Book
11
Letter
6
Conference article
4
Foreword/postscript
4
Other contribution
3
Paper
3
Editorial
3
Software
2
Commissioned report
2
Entry for encyclopedia/dictionary
Research Output per year
Research Output per year
3 results
Publication Year, Title
(descending)
Publication Year, Title
(ascending)
Title
Type
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Paper
Search results
2020
Learning intrinsic rewards as a Bi-Level optimization problem
Zhang, L.
,
Stadie, B. C.
&
Ba, J.
,
2020
,
p. 111-120
.
10 p.
Research output
:
Contribution to conference
›
Paper
›
peer-review
learning
100%
levels
100%
optimization
100%
Optimization Problem
100%
Benchmark
100%
5
Scopus citations
ONE-SHOT PRUNING OF RECURRENT NEURAL NETWORKS BY JACOBIAN SPECTRUM EVALUATION
Zhang, M. S.
&
Stadie, B. C.
,
2020
.
Research output
:
Contribution to conference
›
Paper
›
peer-review
evaluation
100%
data
100%
spectra
100%
neural networks
100%
Recurrent Neural Network
100%
5
Scopus citations
2017
THIRD-PERSON IMITATION LEARNING
Stadie, B. C.
,
Abbeel, P.
&
Sutskever, I.
,
2017
.
Research output
:
Contribution to conference
›
Paper
›
peer-review
Imitation
100%
Domains
100%
learning
100%
Reinforcement Learning
75%
Goals
60%
40
Scopus citations