About
Discord Stateoftheart AI
GitHub

Publications

112

Cited by

972

Djallel Bouneffouf

multi-armed banditscontextual banditreinforcement learningcontext-aware recommender systemsnatural language processing
IBM

United States

Papers and Citations

1 - 50
A contextual-bandit algorithm for mobile context-aware recommender system
2012
Djallel Bouneffouf
A Bouzeghoub
AL Gançarski
Cited by 284
A neural networks committee for the contextual bandit problem
2014
Djallel Bouneffouf
Robin Allesiardo
Raphaël Féraud
Cited by 71
Contextual bandit for active learning: Active thompson sampling
2014
Djallel Bouneffouf
Tanguy Urvoy
Romain Laroche
+3
Cited by 57
Context attentive bandits: Contextual bandit with restricted context
2017
Djallel Bouneffouf
Raphaël Féraud
Irina Rish
+1
Cited by 55
Multi-armed bandit problem with known trend
2016
Raphaël Féraud
Djallel Bouneffouf
Cited by 54
A survey on practical applications of multi-armed and contextual bandits
2019
Irina Rish
Djallel Bouneffouf
Cited by 48
Following the user's interests in mobile context-aware recommender systems: The hybrid-E-greedy algorithm
2012
AL Gançarski
A Bouzeghoub
Djallel Bouneffouf
Cited by 45
Incorporating behavioral constraints in online AI systems
2019
Francesca Rossi
Nicholas Mattei
Avinash Balakrishnan
+2
Cited by 42
Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation.
2018
F Rossi
Nicholas Mattei
Avinash Balakrishnan
+1
Cited by 39
Interpretable multi-objective reinforcement learning through policy orchestration
2018
Kush Varshney
Moninder Singh
Francesca Rossi
+6
Cited by 36
Scalable recollections for continual lifelong learning
2019
Djallel Bouneffouf
Michele Franceschini
Matthew Riemer
+2
Cited by 35
Exponentiated gradient exploration for active learning
2016
Djallel Bouneffouf
Cited by 35
An ADMM based framework for automl pipeline configuration
2020
Djallel Bouneffouf
Sijia Liu
Parikshit Ram
+1
Cited by 31
Contextual Bandit with Adaptive Feature Extraction
2018
Djallel Bouneffouf
Guillermo Cecchi
Baihan Lin
+1
Cited by 30
Risk-aware recommender systems
2013
A Bouzeghoub
AL Ganarski
Djallel Bouneffouf
Cited by 29
Bandit models of human behavior: Reward processing in mental disorders
2017
Djallel Bouneffouf
Guillermo Cecchi
Irina Rish
Cited by 26
Teaching AI agents ethical values using reinforcement learning and policy orchestration
2019
Murray Campbell
Djallel Bouneffouf
Nicholas Mattei
+6
Cited by 25
Beyond backprop: Online alternating minimization with auxiliary variables
2019
Sadhana Kumaravel
Brian Kingsbury
Mattia Rigotti
+8
Cited by 22
Freshness-aware thompson sampling
2014
Djallel Bouneffouf
Cited by 22
Sampling with minimum sum of squared similarities for nystrom-based large scale spectral clustering
2015
Djallel Bouneffouf
Inanc Birol
Cited by 21
Unified models of human behavioral agents in bandits , contextual bandits and rl
2020
Baihan Lin
Guillermo Cecchi
Djallel Bouneffouf
Cited by 20
Online Learning in Iterated Prisoner's Dilemma to Mimic Human Behavior
2020
Baihan Lin
Guillermo Cecchi
Djallel Bouneffouf
Cited by 20
Unified models of human behavioral agents in bandits, contextual bandits and rl
2020
Baihan Lin
Irina Rish
Djallel Bouneffouf
+2
Cited by 20
An ADMM Based Framework for AutoML Pipeline Configuration.
2020
Andrew Conn
Alexander G Gray
Dakuo Wang
+6
Cited by 18
Exploration/exploitation trade-off in mobile context-aware recommender systems
2012
A Bouzeghoub
AL Gançarski
Djallel Bouneffouf
Cited by 18
Using multi-armed bandits to learn ethical priorities for online AI systems
2019
Avinash Balakrishnan
Nicholas Mattei
Djallel Bouneffouf
+2
Cited by 18
Optimal exploitation of clustering and history information in multi-armed bandit
2019
M Wistub
Srinivasan Parthasarathy
Horst Samulowitz
+1
Cited by 18
Situation-aware approach to improve context-based recommender system
2013
Djallel Bouneffouf
Cited by 17
Online learning with corrupted context: Corrupted contextual bandits
2020
Djallel Bouneffouf
Cited by 17
DRARS, a dynamic risk-aware recommender system
2013
Djallel Bouneffouf
Cited by 16
A bandit approach to posterior dialog orchestration under a budget
2019
S Upadhyay
Djallel Bouneffouf
D Bounneffouf
+3
Cited by 15
Considering the High Level Critical Situations in Con-text-Aware Recommender Systems
2012
AL Gançarski
A Bouzeghoub
Djallel Bouneffouf
Cited by 13
Hyper-parameter tuning for the contextual bandit
2020
Djallel Bouneffouf
emmanuelle claeys
Cited by 10
R-ucb: a contextual bandit algorithm for risk-aware recommender systems
2014
Djallel Bouneffouf
Cited by 10
Contextual bandits for context-based information retrieval
2013
A Bouzeghoub
AL Gançarski
Djallel Bouneffouf
Cited by 10
A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry
2020
Irina Rish
Irina Rish
Guillermo Cecchi
+3
Cited by 9
Improving adaptation of ubiquitous recommander systems by using reinforcement learning and collaborative filtering
2013
Djallel Bouneffouf
Cited by 9
Beyond backprop: Alternating minimization with co-activation memory
2018
ECENYU Tandon
Ravi Tejwani
Djallel Bouneffouf
+5
Cited by 9
Applying machine learning techniques to improve user acceptance on ubiquitous environement
2013
Djallel Bouneffouf
Cited by 9
Generative knowledge distillation for general purpose function compression
2017
Matthew Riemer
Michele Franceschini
Tim Klinger
+1
Cited by 9
How can ai automate end-to-end data science?
2019
Charu Aggarwal
Horst Samulowitz
Sijia Liu
+9
Cited by 8
Split Q learning: reinforcement learning with two-stream rewards
2019
Djallel Bouneffouf
Baihan Lin
Guillermo Cecchi
Cited by 8
Contextual bandit with missing rewards
2020
S Upadhyay
Yasaman Khazaeni
Djallel Bouneffouf
Cited by 8
Towards user profile modelling in recommender system
2013
Djallel Bouneffouf
Cited by 8
Optimizing an Utility Function for Exploration/Exploitation Trade-off in Context-Aware Recommender System
2013
Djallel Bouneffouf
Cited by 8
Survey on Applications of Multi-Armed and Contextual Bandits
2020
Charu Aggarwal
Djallel Bouneffouf
Irina Rish
Cited by 7
Recommandation mobile, sensible au contexte de contenus\'evolutifs: Contextuel-E-Greedy
2014
Djallel Bouneffouf
Cited by 7
Context-based information retrieval in risky environment
2014
Djallel Bouneffouf
Cited by 6
Ensemble Minimum Sum of Squared Similarities sampling for Nyström-based spectral clustering
2016
Djallel Bouneffouf
Inanc Birol
Cited by 6
Online Semi-Supervised Learning with Bandit Feedback
2019
S Upadhyay
Sohini Upadhyay
S Upadhyay
+4
Cited by 6