Hussein Mozannar

1. Magentic-UI: Towards Human-in-the-loop Agentic Systems
   2025/07/30 by Hussein Mozannar, Gagan Bansal, Mozannar, Hussein +37 · 4 voices · 22 citations
   #cs.AI #cs.HC
2. Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
   2024/11/07 by Adam Fourney, Fourney, Adam, Gagan Bansal +35 · 60 citations
   Decision Sciences · Computer Science · #Complex Systems and Decision Making #AI-based Problem Solving and Planning #Multi-Agent Systems and Negotiation
3. Consistent Estimators for Learning to Defer to an Expert
   2020/06/02 by Hussein Mozannar, David Sontag, Mozannar, Hussein +1 · 17 citations
   Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming
   2022/10/25 by Hussein Mozannar, Mozannar, Hussein, Gagan Bansal +5 · 17 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Online Learning and Analytics #Software Engineering (cs.SE) #Software Engineering Research
5. CodingGenie: A Proactive LLM-Powered Programming Assistant
   2025/03/18 by Sebastian Zhao, S Zhao, Zhao, Sebastian +10 · 1 voice · 4 citations
   Computer Science · #cs.HC
6. Sample Efficient Learning of Predictors that Complement Humans
   2022/07/19 by Mohammad-Amin Charusaie, Hussein Mozannar, Charusaie, Mohammad-Amin +5 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
7. When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming
   2023/06/08 by Hussein Mozannar, Gagan Bansal, Mozannar, Hussein +5 · 4 citations
   Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Software Engineering Research
8. Effective Human-AI Teams via Learned Natural Language Rules and Onboarding
   2023/11/02 by Hussein Mozannar, Mozannar, Hussein, Jimin J Lee +9 · 3 citations
   Computer Science · #Topic Modeling #Semantic Web and Ontologies #Speech and dialogue systems
9. In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer
   2023/11/02 by Yuzhou Cao, Hussein Mozannar, Cao, Yuzhou +7 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
10. From Fair Decision Making to Social Equality
    2018/12/07 by Hussein Mozannar, Mesrob I. Ohannessian, Mozannar, Hussein +3 · 1 citation
    Decision Sciences · Social Sciences · #Computers and Society (cs.CY) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Income, Poverty, and Inequality #K.4 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. Challenges in Human-Agent Communication
    2024/11/28 by Gagan Bansal, Jennifer Wortman Vaughan, Bansal, Gagan +13 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems
12. Echoverse: Deep, Evolving Environments for Training Computer-Use Agents at Scale
    2026/07/30 by Yash Pandya, Sahil Gupta, Sarthak Harne +10
    Computer Science · #cs.AI #cs.LG