Navid Azizan
Scholar

Navid Azizan

Google Scholar ID: 3gMiILkAAAAJ
Alfred H. (1929) and Jean M. Hayes Assistant Professor, MIT
AIOptimizationLearning and ControlSignals and SystemsTrustworthy Autonomy
Citations & Impact
All-time
Citations
1,483
 
H-index
16
 
i10-index
21
 
Publications
20
 
Co-authors
24
list available
Resume (English only)
Academic Achievements
  • ['Multiple papers accepted at NeurIPS 2025 main conference and workshops, including "Know What You Don't Know" and "Activation-Informed Merging of Large Language Models"', '"HardNet" selected as Oral at NeurIPS Constrained Machine Learning Workshop 2025', 'Paper selected as Spotlight at NeurIPS Transformers Workshop 2025', '"Learning Chaotic Dynamics with Embedded Dissipativity" selected as Oral at L4DC 2025, nominated for Best Paper Award, featured on MIT News', '"Quantifying the Reliability of Predictions in Detection Transformers" featured on MIT News (UAI 2024)', '"Learning Control-Oriented Dynamical Structure from Data" selected as Oral at ICML 2023, featured on MIT News and MIT Homepage', 'Paper selected as Spotlight at RSS Safe Autonomy Workshop 2023', 'Published "Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently" at NeurIPS 2022', 'Published "A Unified Approach to Controlling Implicit Regularization via Mirror Descent" in JMLR 2023', 'Published "Control-Oriented Meta-Learning" in IJRR 2023', '"SCOD" selected as Oral at UAI 2021', 'Publications at AISTATS 2022/2023, CDC 2023, etc.', 'Finalist, INFORMS JFIG Paper Competition 2025', 'Recipient of Frank E. Perkins Award for Excellence in Graduate Advising (MIT Institute Award)', 'Outstanding UROP Faculty Mentor Award', 'Amazon Science Hub Award recipient', 'Appointed to Esther and Harold E. Edgerton (1927) Career Development Professorship', 'Currently holds the Alfred H. (1929) and Jean M. Hayes Career Development Professorship']