Shie Mannor - Publications, H-index & Citations

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Shie Mannor

technion israel institute of technology

61H-index

593Paper Count

1.8WCitation Count

Published Papers 33

Publication Date

Temporal tissue dynamics from a spatial snapshot

Nature

IF48.5

2026-01-21

OAAI

Jonathan Somer; Shie Mannor; Uri Alon

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Explainability-based Trust Algorithm for electricity price forecasting models

ENERGY AND AI

IF9.6

2023-10-01

OAAI

Heistrene, Leena; Machlev, Ram; Perl, Michael; Belikov, Juri; Baimel, Dmitry; Levy, Kfir; Mannor, Shie; Levron, Yoash

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Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

ENERGY AND AI

IF9.6

2022-08-01

143

OAAI

Machlev, R.; Heistrene, L.; Perl, M.; Levy, K. Y.; Belikov, J.; Mannor, S.; Levron, Y.

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Inverse reinforcement learning in contextual MDPs

MACHINE LEARNING

IF2.9

2021-05-12

OAAI

Belogolovsky, Stav; Korsunsky, Philip; Mannor, Shie; Tessler, Chen; Zahavy, Tom

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Multi-User Communication Networks: A Coordinated Multi-Armed Bandit Approach

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2019-12-01

OAAI

Avner, Orly; Mannor, Shie

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Chance-Constrained Outage Scheduling Using a Machine Learning Proxy

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2019-07-01

OAAI

Dalal, Gal; Gilboa, Elad; Mannor, Shie; Wehenkel, Louis

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Detecting Cascades from Weak Signatures

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2018-10-01

OAAI

Meirom, Eli A.; Caramanis, Constantine; Mannor, Shie; Orda, Ariel; Shakkottai, Sanjay

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Deep learning reconstruction of ultrashort pulses

OPTICA

IF8.5

2018-05-18

145

OAAI

Zahavy, Tom; Dikopoltsev, Alex; Moss, Daniel; Haham, Gil Ilan; Cohen, Oren; Mannor, Shie; Segev, Mordechai

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Encouraging Physical Activity in Patients With Diabetes: Intervention Using a Reinforcement Learning System

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2017-10-10

116

OAAI

Yom-Tov, Elad; Feraru, Guy; Kozdoba, Mark; Mannor, Shie; Tennenholtz, Moshe; Hochberg, Irit

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Sequential Decision Making With Coherent Risk

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2017-07-01

PREAI

Tamar, Aviv; Chow, Yinlam; Ghavamzadeh, Mohammad; Mannor, Shie

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Strategic Formation of Heterogeneous Networks

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2017-03-01

OAAI

Meirom, Eli A.; Mannor, Shie; Orda, Ariel

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Encouraging Physical Activity in Patients With Diabetes Through Automatic Personalized Feedback via Reinforcement Learning Improves Glycemic Control

DIABETES CARE

IF16.6

2016-01-28

OAAI

Hochberg, Irit; Feraru, Guy; Kozdoba, Mark; Mannor, Shie; Tennenholtz, Moshe; Yom-Tov, Elad

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Algorithmic aspects of mean-variance optimization in Markov decision processes

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2013-12-01

OAAI

Mannor, Shie; Tsitsiklis, John N.

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Generating storylines from sensor data

PERVASIVE AND MOBILE COMPUTING

IF3.5

2013-12-01

PREAI

Frank, Jordan; Mannor, Shie; Precup, Doina

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Relaxed Half-Stochastic Belief Propagation

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2013-05-01

OAAI

Leduc-Primeau, Francois; Hemati, Saied; Mannor, Shie; Gross, Warren J.

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Stochastic Decoding of LDPC Codes over GF(q)

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2013-03-01

PREAI

Sarkis, Gabi; Hemati, Saied; Mannor, Shie; Gross, Warren J.

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Dithered Belief Propagation Decoding

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2012-08-01

PREAI

Leduc-Primeau, Francois; Hemati, Saied; Mannor, Shie; Gross, Warren J.

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Approximately optimal bidding policies for repeated first-price auctions

ANNALS OF OPERATIONS RESEARCH

IF4.5

2012-05-11

PREAI

Danak, Amir; Mannor, Shie

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Robustness and generalization

MACHINE LEARNING

IF2.9

2011-11-15

246

OAAI

Xu, Huan; Mannor, Shie

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Efficient Bidding in Dynamic Grid Markets

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2011-09-01

PREAI

Danak, Amir; Mannor, Shie

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Research Directions