Bio

I am a research scientist at Apple Machine Learning Research working in the New York office. My current research is the design of efficient and practical algorithms for fundamental problems in Machine Learning and Optimization. More specifically, currently I focus on optimization topics arising in practical machine learning settings such as Federated Learning, distributed and modular training of Large Language Models, etc. I am also interested in topics in Differential Privacy related to optimization.

Contact

  •    satyen [at] satyenkale [dot] com

    Positions

    • Present2024

      Research Scientist

      Apple, New York, NY

    • 20242016

      Staff Research Scientist

      Google Research, New York, NY

    • 12/201909/2019

      Adjunct Professor

      Columbia University, New York, NY

    • 20162013

      Senior Research Scientist

      Yahoo Research, New York, NY

    • 05/201601/2016

      Adjunct Professor

      Columbia University, New York, NY

    • 20132011

      Research Staff Member

      IBM Research, Yorktown Heights, NY

    • 20112009

      Postdoctoral Researcher

      Yahoo Research, Santa Clara, CA

    • 20092007

      Postdoctoral Researcher

      Microsoft Research, Redmond, WA and Cambridge, MA

    Education

    • Ph.D. 2007

      Ph.D. in Computer Science

      Princeton University

    • M.A. 2004

      M.A. in Computer Science

      Princeton University

    • B.Tech. 2002

      B.Tech. in Computer Science and Engineering

      Indian Institute of Technology, Bombay