Hussein Mozannar

10 papers · 2019–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (3) 🧬 Topic Evolution 💎 Century Club (10) ❓ The Questioner (2) 🗃️ Keyword Collector (56)

Conferences

ICML (3) AAAI (2) ACL (2) NIPS (2) AISTATS (1)

Top co-authors

David Sontag (5) Adam Fourney (2) Prasanna Sattigeri (2) Subhro Das (2) Eric Horvitz (2) Gagan Bansal (2) Dennis Wei (2) Hongxin Wei (1) Elie Maamary (1) Hazem Hajj (1)

Keywords

human-ai interaction (3) learning to defer (3) surrogate loss (3) machine reading comprehension (2) human-ai collaboration (2) active learning (2) question answering (1) machine translation (1) embedding space (1) document retrieval (1) neural architecture (1) nearest neighbor (1) object detection (1) rule learning (1) human feedback (1) reading comprehension (1) machine teaching (1) probability calibration (1) mixed integer linear programming (1) information retrieval (1)

Papers

Navigating Rifts in Human-LLM Grounding: Study and Benchmark ACL 2025

When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024

Effective Human-AI Teams via Learned Natural Language Rules and Onboarding NIPS 2023

In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer NIPS 2023

Who Should Predict? Exact Algorithms For Learning to Defer to Humans AISTATS 2023

Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022

Sample Efficient Learning of Predictors that Complement Humans ICML 2022

Fair Learning with Private Demographic Data ICML 2020

Consistent Estimators for Learning to Defer to an Expert ICML 2020

Neural Arabic Question Answering ACL 2019