Djallel Bouneffouf

1. Beyond Backprop: Online Alternating Minimization with Auxiliary Variables
   2018/06/24 by Anna Choromanska, Benjamin Cowen, Choromanska, Anna +19 · 6 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning
2. Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations
   2024/03/08 by Swapnaja Achintalwar, Ioana Baldini, Achintalwar, Swapnaja +35 · 5 citations
   Computer Science · #Topic Modeling
3. Position: Theory of Mind Benchmarks are Broken for Large Language Models
   2024/12/27 by Matthew Riemer, Riemer, Matthew, Zahra Ashktorab +11 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Evaluating the Prompt Steerability of Large Language Models
   2024/11/19 by Erik Miehling, Miehling, Erik, Michael Desmond +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
5. A Survey on Compositional Generalization in Applications
   2023/02/02 by Baihan Lin, Djallel Bouneffouf, Lin, Baihan +3 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Machine Learning (cs.LG) #Rough Sets and Fuzzy Logic #Symbolic Computation (cs.SC)
6. A Neural Networks Committee for the Contextual Bandit Problem
   2014/09/29 by Robin Allesiardo, Allesiardo, Robin, Raphaël Féraud +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
7. Contextual Bandit with Missing Rewards
   2020/07/13 by Djallel Bouneffouf, Sohini Upadhyay, Bouneffouf, Djallel +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
8. Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
   2020/09/29 by Pu Zhao, Parikshit Ram, Zhao, Pu +11 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
9. Survey on Applications of Neurosymbolic Artificial Intelligence
   2022/09/08 by Djallel Bouneffouf, Bouneffouf, Djallel, Charu C. Aggarwal +1 · 1 citation
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning and ELM #Neural Networks and Applications #Symbolic Computation (cs.SC)
10. Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations
    2024/03/09 by Swapnaja Achintalwar, Adriana Alvarado Garcia, Achintalwar, Swapnaja +70 · 1 citation
    Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Particle Detector Development and Performance
11. Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy Dynamics
    2023/03/16 by Baihan Lin, Lin, Baihan, Guillermo Cecchi +3 · 1 citation
    Medicine · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Biological sciences #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Mental Health Research Topics #Neurons and Cognition (q-bio.NC) #Schizophrenia research and treatment