Publications

See also Google Scholar.

^{* denotes alphabetical order}

• Regret Guarantees for Online Deep Control
  Xinyi Chen, Edgar Minasyan, Jason D. Lee, Elad Hazan
  Learning for Dynamics and Control (L4DC) 2023
• Machine Learning for Mechanical Ventilation Control
  Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan
  Machine Learning for Health (ML4H) 2021
• Online Control of Unknown Time-Varying Dynamical Systems
  Edgar Minasyan, Paula Gradu, Max Simchowitz, Elad Hazan
  Neural Information Processing Systems (NeurIPS) 2021
• Adaptive Regret for Control of Time-Varying Dynamics
  *Paula Gradu, Elad Hazan, Edgar Minasyan
  Learning for Dynamics and Control (L4DC) 2023
• Faster Projection-free Online Learning
  *Elad Hazan, Edgar Minasyan
  Conference on Learning Theory (COLT) 2020
• Predicate Exchange: Inference with Declarative Knowledge
  Zenna Tavares, Javier Burroni, Edgar Minasyan, Armando Solar-Lezama, Rajesh Ranganath
  International Conference on Machine Learning (ICML) 2019
• Hockey-Stick GAN
  Edgar Minasyan, Vinay Uday Prabhu
  International Conference on Learning Representations (ICLR) 2018, workshop track