Bouneffouf, Djallel

25 publications

ICML 2025 Position: Theory of Mind Benchmarks Are Broken for Large Language Models Matthew Riemer, Zahra Ashktorab, Djallel Bouneffouf, Payel Das, Miao Liu, Justin D. Weisz, Murray Campbell

IJCAI 2024 ComVas: Contextual Moral Values Alignment System Inkit Padhi, Pierre L. Dognin, Jesus Rios, Ronny Luss, Swapnaja Achintalwar, Matthew Riemer, Miao Liu, Prasanna Sattigeri, Manish Nagireddy, Kush R. Varshney, Djallel Bouneffouf

NeurIPSW 2024 Evaluating the Prompt Steerability of Large Language Models Erik Miehling, Michael Desmond, Karthikeyan Natesan Ramamurthy, Elizabeth M. Daly, Pierre Dognin, Jesus Rios, Djallel Bouneffouf, Miao Liu

NeurIPS 2024 Interpolating Item and User Fairness in Multi-Sided Recommendations Qinyi Chen, Jason Cheuk Nam Liang, Negin Golrezaei, Djallel Bouneffouf

NeurIPS 2023 Non-Stationary Bandits with Auto-Regressive Temporal Dependency Qinyi Chen, Negin Golrezaei, Djallel Bouneffouf

IJCAI 2023 SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning Baihan Lin, Guillermo A. Cecchi, Djallel Bouneffouf

AAAI 2022 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea

IJCAI 2022 Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations Pu Zhao, Parikshit Ram, Songtao Lu, Yuguang Yao, Djallel Bouneffouf, Xue Lin, Sijia Liu

UAI 2022 Linearizing Contextual Bandits with Latent State Dynamics Elliot Nelson, Debarun Bhattacharjya, Tian Gao, Miao Liu, Djallel Bouneffouf, Pascal Poupart

ICLRW 2022 Online Learning in Iterated Prisoner's Dilemma to Mimic Human Behavior Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi

ICMLW 2021 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito Pedregosa Palmes, Adi Botea

IJCAI 2021 Toward Optimal Solution for the Context-Attentive Bandit Problem Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Irina Rish, Yasaman Khazaeni

AAAI 2020 An ADMM Based Framework for AutoML Pipeline Configuration Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Dakuo Wang, Andrew Conn, Alexander G. Gray

ICML 2019 Beyond Backprop: Online Alternating Minimization with Auxiliary Variables Anna Choromanska, Benjamin Cowen, Sadhana Kumaravel, Ronny Luss, Mattia Rigotti, Irina Rish, Paolo Diachille, Viatcheslav Gurev, Brian Kingsbury, Ravi Tejwani, Djallel Bouneffouf

AAAI 2019 Incorporating Behavioral Constraints in Online AI Systems Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi

ICLRW 2019 Online Semi-Supervised Learning with Bandit Feedback Mikhail Yurochkin, Sohini Upadhyay, Djallel Bouneffouf, Mayank Agarwal, Yasaman Khazaeni

IJCAI 2019 Optimal Exploitation of Clustering and History Information in Multi-Armed Bandit Djallel Bouneffouf, Srinivasan Parthasarathy, Horst Samulowitz, Martin Wistuba

ICMLW 2019 Optimal Exploitation of Clustering and History Information in Multi-Armed Bandit Problem Djallel Bouneffouf, Srinivasan Parthasarathy, Horst Samulowitz, Martin Wistuba

NeurIPSW 2019 Reinforcement Learning Models of Human Behavior: Reward Processing in Mental Disorders Baihan Lin, Guillermo Cecchi, Djallel Bouneffouf, Jenna Reinen, Irina Rish

AAAI 2019 Scalable Recollections for Continual Lifelong Learning Matthew Riemer, Tim Klinger, Djallel Bouneffouf, Michele Franceschini

IJCAI 2019 Split Q Learning: Reinforcement Learning with Two-Stream Rewards Baihan Lin, Djallel Bouneffouf, Guillermo A. Cecchi

IJCAI 2019 Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi

IJCAI 2018 Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi

IJCAI 2017 Context Attentive Bandits: Contextual Bandit with Restricted Context Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi, Raphaël Féraud

IJCAI 2015 Sampling with Minimum Sum of Squared Similarities for Nystrom-Based Large Scale Spectral Clustering Djallel Bouneffouf, Inanç Birol