D-Index & Metrics Best Publications

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 71 Citations 85,642 283 World Ranking 1048 National Ranking 607

Research.com Recognitions

Awards & Achievements

1997 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) For contributions to machine learning, bounded rationality and planning under uncertainty.

Best Publications

Artificial Intelligence: A Modern Approach

Stuart J. Russell;Peter Norvig.
(2020)

48833 Citations

Distance Metric Learning with Application to Clustering with Side-Information

Eric P. Xing;Michael I. Jordan;Stuart J Russell;Andrew Y. Ng.
neural information processing systems (2002)

3694 Citations

Dynamic bayesian networks: representation, inference and learning

Kevin Patrick Murphy;Stuart Russell.
(2002)

3594 Citations

Algorithms for Inverse Reinforcement Learning

Andrew Y. Ng;Stuart J. Russell.
international conference on machine learning (2000)

2715 Citations

Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks.

Kevin Murphy;Stuart Russell.
Sequential Monte Carlo Methods in Practice (2001)

1824 Citations

Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping

Andrew Y. Ng;Daishi Harada;Stuart J. Russell.
international conference on machine learning (1999)

1769 Citations

Rao-blackwellised particle filtering for dynamic Bayesian networks

Arnaud Doucet;Nando de Freitas;Kevin P. Murphy;Stuart J. Russell.
uncertainty in artificial intelligence (2000)

1317 Citations

Image segmentation in video sequences: a probabilistic approach

Nir Friedman;Stuart Russell.
uncertainty in artificial intelligence (1997)

1215 Citations

BLOG: Probabilistic Models with Unknown Objects

Brian Milch;Bhaskara Marthi;Stuart Russell;David Sontag.
dagstuhl seminar proceedings (2006)

1154 Citations

Online Bagging and Boosting

Nikunj C. Oza;Stuart J. Russell.
international conference on artificial intelligence and statistics (2001)

1066 Citations

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Best Scientists Citing Stuart Russell

Sergey Levine

Sergey Levine

University of California, Berkeley

Publications: 78

Leslie Pack Kaelbling

Leslie Pack Kaelbling

MIT

Publications: 76

Sebastian Thrun

Sebastian Thrun

Stanford University

Publications: 71

Pieter Abbeel

Pieter Abbeel

University of California, Berkeley

Publications: 71

Thomas L. Griffiths

Thomas L. Griffiths

Princeton University

Publications: 65

Shlomo Zilberstein

Shlomo Zilberstein

University of Massachusetts Amherst

Publications: 63

Luc De Raedt

Luc De Raedt

KU Leuven

Publications: 62

Joshua B. Tenenbaum

Joshua B. Tenenbaum

MIT

Publications: 61

Anca D. Dragan

Anca D. Dragan

University of California, Berkeley

Publications: 60

Eric P. Xing

Eric P. Xing

Carnegie Mellon University

Publications: 59

Peter Stone

Peter Stone

The University of Texas at Austin

Publications: 54

Michael L. Littman

Michael L. Littman

Brown University

Publications: 49

Satinder Singh

Satinder Singh

University of Michigan–Ann Arbor

Publications: 49

Wolfram Burgard

Wolfram Burgard

University of Freiburg

Publications: 49

Dieter Fox

Dieter Fox

University of Washington

Publications: 48

Tomas Lozano-Perez

Tomas Lozano-Perez

MIT

Publications: 47

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