Rina Dechter

Rina Dechter

University of California, Irvine

H-index: 62

North America-United States

About Rina Dechter

Rina Dechter, With an exceptional h-index of 62 and a recent h-index of 22 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Heuristic Search, Probabilistic Graphical models, Constraint processing, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Surrogate Bayesian Networks for Approximating Evolutionary Games

Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO

NeuroBE: Escalating neural network approximations of Bucket Elimination

Probabilistic and Causal Inference: The Works of Judea Pearl

NeuroBE: NN Approximations to Bucket Elimination

AND/OR branch-and-bound for computational protein design optimizing K

Reasoning with probabilistic and deterministic graphical models: Exact algorithms

NeuroBE: Escalating NN Approximations of Bucket Elimination

Rina Dechter Information

University

Position

___

Citations(all)

23033

Citations(since 2020)

3199

Cited By

20378

hIndex(all)

62

hIndex(since 2020)

22

i10Index(all)

175

i10Index(since 2020)

58

Email

University Profile Page

University of California, Irvine

Google Scholar

View Google Scholar Profile

Rina Dechter Skills & Research Interests

Heuristic Search

Probabilistic Graphical models

Constraint processing

Artificial Intelligence

Top articles of Rina Dechter

Title

Journal

Author(s)

Publication Date

Surrogate Bayesian Networks for Approximating Evolutionary Games

Vincent Hsiao

Dana S Nau

Bobak Pezeshki

Rina Dechter

2024/4/18

Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO

Bobak Pezeshki

Radu Marinescu

Alexander Ihler

Rina Dechter

2023/7/2

NeuroBE: Escalating neural network approximations of Bucket Elimination

Sakshi Agarwal

Kalev Kask

Alex Ihler

Rina Dechter

2022/8/17

Probabilistic and Causal Inference: The Works of Judea Pearl

Hector Geffner

Rina Dechter

Joseph Y Halpern

2022/2/28

NeuroBE: NN Approximations to Bucket Elimination

Sakshi Agarwal

Kalev Kask

Alexander Ihler

Rina Dechter

2022/1/19

AND/OR branch-and-bound for computational protein design optimizing K

Bobak Pezeshki

Radu Marinescu

Alexander Ihler

Rina Dechter

2022/8/17

Reasoning with probabilistic and deterministic graphical models: Exact algorithms

Rina Dechter

2022/6/1

NeuroBE: Escalating NN Approximations of Bucket Elimination

Sakshi Agarwal

Kalev Kask

Alexander Ihler

Rina Dechter

2022/5/20

Fast Fourier Transform Reductions for Bayesian Network Inference

Vincent Hsiao

Dana Nau

Rina Dechter

2022/5/3

Deep bucket elimination

International Joint Conference of Artificial Intelligence {ijcai}

Yasaman Razeghi

Kalev Kask

Yadong Lu

Pierre Baldi

Sakshi Agarwal

...

2021/8

Submodel decomposition bounds for influence diagrams

Proceedings of the AAAI Conference on Artificial Intelligence

Junkyu Lee

Radu Marinescu

Rina Dechter

2021/5/18

A new bounding scheme for influence diagrams

Proceedings of the AAAI Conference on Artificial Intelligence

Radu Marinescu

Junkyu Lee

Rina Dechter

2021/5/18

Approximating spatial evolutionary games using bayesian networks

Vincent Hsiao

Xinyue Pan

Dana Nau

Rina Dechter

2021/5/3

A weighted mini-bucket bound for solving influence diagram

Junkyu Lee

Radu Marinescu

Alexander Ihler

Rina Dechter

2020/8/6

Scaling up AND/OR abstraction sampling

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence,{IJCAI} 2020

Kalev Kask

Bobak Pezeshki

Filjor Broka

Alexander Ihler

Rina Dechter

2020/7

Heuristic AND/OR Search for Solving Influence Diagram

Proceedings of the International Symposium on Combinatorial Search

Junkyu Lee

Radu Marinescu

Rina Dechter

2020

See List of Professors in Rina Dechter University(University of California, Irvine)

Co-Authors

H-index: 120
Judea Pearl

Judea Pearl

University of California, Los Angeles

H-index: 40
Alexander Ihler

Alexander Ihler

University of California, Irvine

H-index: 34
Peter van Beek

Peter van Beek

University of Waterloo

H-index: 30
Mark Silberstein

Mark Silberstein

Technion - Israel Institute of Technology

H-index: 29
Javier Larrosa

Javier Larrosa

Universidad Politécnica de Cataluña

H-index: 18
Levi Lelis

Levi Lelis

University of Alberta

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