Hussein Mozannar

39 papers A* 9A 1Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Overseeing Agents Without Constant Oversight: Challenges and Opportunities.
CoRR
Madeleine Grunde-McLaughlin, Hussein Mozannar, Maya Murad, Jingya Chen, Saleema Amershi, Adam Fourney
2025 — conf
CodingGenie: A Proactive LLM-Powered Programming Assistant.
SIGSOFT FSE Companion
Sebastian Zhao, Alan Zhu, Hussein Mozannar, David A. Sontag, Ameet Talwalkar, Valerie Chen
2025 J jnl
CodingGenie: A Proactive LLM-Powered Programming Assistant.
CoRR
Sebastian Zhao, Alan Zhu, Hussein Mozannar, David A. Sontag, Ameet Talwalkar, Valerie Chen
2025 J jnl
Fara-7B: An Efficient Agentic Model for Computer Use.
CoRR
Ahmed Awadallah, Yash Lara, Raghav Magazine, Hussein Mozannar, Akshay Nambi, Yash Pandya, Aravind Rajeswaran, Corby Rosset, Alexey Taymanov, Vibhav Vineet, Spencer Whitehead, Andrew Zhao
2025 J jnl
Human at the Center: A Framework for Human-Driven AI Development.
AI Mag.
Danniell Hu, Diana Acosta-Navas, Susanne Gaube, Hussein Mozannar, Matthew E. Taylor, Krishnamurthy Dvijotham, Elizabeth Bondi-Kelly
2025 J jnl
Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets.
CoRR
Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake M. Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M. Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
2025 J jnl
Magentic-UI: Towards Human-in-the-loop Agentic Systems.
CoRR
Hussein Mozannar, Gagan Bansal, Cheng Tan, Adam Fourney, Victor Dibia, Jingya Chen, Jack Gerrits, Tyler Payne, Matheus Kunzler Maldaner, Madeleine Grunde-McLaughlin, Eric Zhu, Griffin Bassman, Jacob Alber, Peter Chang, Ricky Loynd, Friederike Niedtner, Ece Kamar, Maya Murad, Rafah Hosn, Saleema Amershi
2025 — conf
Navigating Rifts in Human-LLM Grounding: Study and Benchmark.
ACL (1)
Omar Shaikh, Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz
2025 J jnl
Navigating Rifts in Human-LLM Grounding: Study and Benchmark.
CoRR
Omar Shaikh, Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz
2025 A* conf
Need Help? Designing Proactive AI Assistants for Programming.
CHI
Valerie Chen, Alan Zhu, Sebastian Zhao, Hussein Mozannar, David A. Sontag, Ameet Talwalkar
2025 J jnl
Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents.
CoRR
Enhao Zhang, Erkang Zhu, Gagan Bansal, Adam Fourney, Hussein Mozannar, Jack Gerrits
2025 J jnl
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers.
Trans. Mach. Learn. Res.
Hussein Mozannar, Valerie Chen, Mohammed Alsobay, Subhro Das, Sebastian Zhao, Dennis Wei, Manish Nagireddy, Prasanna Sattigeri, Ameet Talwalkar, David A. Sontag
2024 J jnl
Challenges in Human-Agent Communication.
CoRR
Gagan Bansal, Jennifer Wortman Vaughan, Saleema Amershi, Eric Horvitz, Adam Fourney, Hussein Mozannar, Victor Dibia, Daniel S. Weld
2024 J jnl
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study.
CoRR
Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara D. Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David A. Sontag
2024 J jnl
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.
CoRR
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
2024 J jnl
Need Help? Designing Proactive AI Assistants for Programming.
CoRR
Valerie Chen, Alan Zhu, Sebastian Zhao, Hussein Mozannar, David A. Sontag, Ameet Talwalkar
2024 A* conf
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming.
CHI
Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz
2024 J jnl
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium.
CoRR
Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo
2024 J jnl
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers.
CoRR
Hussein Mozannar, Valerie Chen, Mohammed Alsobay, Subhro Das, Sebastian Zhao, Dennis Wei, Manish Nagireddy, Prasanna Sattigeri, Ameet Talwalkar, David A. Sontag
2024 A* conf
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming.
AAAI
Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz
2023 J jnl
Closing the Gap in High-Risk Pregnancy Care Using Machine Learning and Human-AI Collaboration.
CoRR
Hussein Mozannar, Yuria Utsumi, Irene Y. Chen, Stephanie S. Gervasi, Michele Ewing, Aaron Smith-McLallen, David A. Sontag
2023 A* conf
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding.
NeurIPS
Hussein Mozannar, Jimin J. Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag
2023 J jnl
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding.
CoRR
Hussein Mozannar, Jimin J. Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag
2023 A* conf
In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer.
NeurIPS
Yuzhou Cao, Hussein Mozannar, Lei Feng, Hongxin Wei, Bo An
2023 J jnl
In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer.
CoRR
Yuzhou Cao, Hussein Mozannar, Lei Feng, Hongxin Wei, Bo An
2023 J jnl
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming.
CoRR
Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz
2023 A conf
Who Should Predict? Exact Algorithms For Learning to Defer to Humans.
AISTATS
Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag
2023 J jnl
Who Should Predict? Exact Algorithms For Learning to Defer to Humans.
CoRR
Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag
2022 J jnl
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming.
CoRR
Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz
2022 A* conf
Sample Efficient Learning of Predictors that Complement Humans.
ICML
Mohammad-Amin Charusaie, Hussein Mozannar, David A. Sontag, Samira Samadi
2022 J jnl
Sample Efficient Learning of Predictors that Complement Humans.
CoRR
Mohammad-Amin Charusaie, Hussein Mozannar, David A. Sontag, Samira Samadi
2022 A* conf
Teaching Humans When to Defer to a Classifier via Exemplars.
AAAI
Hussein Mozannar, Arvind Satyanarayan, David A. Sontag
2021 J jnl
Teaching Humans When To Defer to a Classifier via Examplars.
CoRR
Hussein Mozannar, Arvind Satyanarayan, David A. Sontag
2020 A* conf
Consistent Estimators for Learning to Defer to an Expert.
ICML
Hussein Mozannar, David A. Sontag
2020 J jnl
Consistent Estimators for Learning to Defer to an Expert.
CoRR
Hussein Mozannar, David A. Sontag
2020 A* conf
Fair Learning with Private Demographic Data.
ICML
Hussein Mozannar, Mesrob I. Ohannessian, Nathan Srebro
2020 J jnl
Fair Learning with Private Demographic Data.
CoRR
Hussein Mozannar, Mesrob I. Ohannessian, Nathan Srebro
2019 — conf
Neural Arabic Question Answering.
WANLP@ACL 2019
Hussein Mozannar, Elie Maamary, Karl El Hajal, Hazem M. Hajj
2019 J jnl
Neural Arabic Question Answering.
CoRR
Hussein Mozannar, Karl El Hajal, Elie Maamary, Hazem M. Hajj