Concepedia
Statistics
Publications
32
Citations
1K
H-Index
15
Active since
2012
Affiliations
IBM (United States)(Current)
Columbia University
IBM Research - Thomas J. Watson Research Center
Canada's Michael Smith Genome Sciences Centre
Université de Montréal
Djallel Bouneffouf is an author at IBM (United States) specializing in engineering, computer science, and artificial intelligence.
Top concepts
EngineeringComputer ScienceArtificial IntelligenceData ScienceMachine LearningData MiningGame TheoryContextual BanditKnowledge DiscoveryRobot Learning
Publications per year
2012–2024
Survey on Applications of Multi-Armed and Contextual Bandits
Djallel Bouneffouf, Irina Rish, Charų C. Aggarwal · 2020 · 231 citations
Artificial Intelligence, Engineering, Machine Learning +18
A Survey on Practical Applications of Multi-Armed and Contextual Bandits
Djallel Bouneffouf, Irina Rish · arXiv (Cornell University) · 2019 · 106 citations · Full text
Artificial Intelligence, Ranking Algorithm, Engineering +22
Data Augmentation for Discrimination Prevention and Bias Disambiguation
Shubham Sharma, Yunfeng Zhang, Jesús M. Ríos Aliaga et al. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 2020 · 83 citations
Artificial Intelligence, Engineering, Machine Learning +19
Multi-armed bandit problem with known trend
Djallel Bouneffouf, Raphaël Féraud · Neurocomputing · 2016 · 65 citations
Engineering, Multi-armed Bandit Problem, Exploration V Exploitation +9
An ADMM Based Framework for AutoML Pipeline Configuration
Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 52 citations · Full text
Artificial Intelligence, Engineering, Machine Learning +26
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