Bamdev Mishra

Applied Machine Learning Researcher

Resume

A short professional biography is here.

Experience

  • Principal Applied Scientist, Office India Intelligence Team, Microsoft (2022 – Present).
  • Senior Applied Scientist, Office India Intelligence Team, Microsoft (2018 – 2022).
  • Machine Learning Scientist, India Machine Learning Team, Amazon India (2015 – 2018).
  • Postdoctoral Researcher, University of Liège and visiting Research Associate, University of Cambridge (2014 – 2015).
  • PhD in Engineering Science (Applied Maths), Electrical Engineering and Computer Science, University of Liège (2010-2014). Visiting student at University of Cambridge (Spring 2014).
  • Dual Degree (Bachelors and Masters) in Electrical Engineering, IIT Bombay (2005-2010). Multiple summer internships at University of Liège.

Services and work visits

  • Action Editor for TMLR (2022 – Present)
  • Area Chair for NeurIPS 2023, 2022, 2021
  • Area Chair for ICML 2023, 2024
  • SPC for AAAI 2023
  • JMLR editorial board of reviewers
  • Mentor at ACML 2022
  • Co-chair for the machine learning III session at IEEE CDC 2021.
  • PhD jury and examiner services.
  • Co-chaired a session on optimization algorithms at IEEE CDC 2016.
  • Reviewer for Journals:
    Nature Computational Science
    Digital Signal Processing (Elsevier)
    IEEE Signal Processing Letters
    IEEE Transactions on Information Theory
    IEEE Transactions on Knowledge and Data Engineering
    Numerische Mathematik
    Numerical Linear Algebra with Applications
    SIAM Journal on Optimization (SIOPT)
    SIAM Journal on Scientific Computing (SISC)
    Systems Control Letters
    JMLR
    JMLR MLOSS
  • Reviewer for Conferences: NeurIPS, ICML, ICLR, ACL, EMNLP, ECL, IJCAI, SIGKDD, IEEE CDC …
  • Work and research visits:
    ACML 2022, Hyderabad
    CyPhySS 2022, Bengaluru
    ICML 2019 at Long Beach, CA
    NeurIPS 2018 at Montreal
    Microsoft internal Research-Office Conference 2018 meeting in Redmond
    ICML 2018 in Stockholm
    NeurIPS 2017 in LA
    Amazon ML conference in Seattle, May 2017
    IEEE CDC, Las Vegas, December 2016
    NeurIPS, Barcelona, December 2016
    University of Geneva in Switzerland, October 2016
    Amazon ML workshop in Berlin, September 2016
    ICML in NYC, June 2016
    Amazon ML conference in Seattle, April 2016 …