Harsha Vardhan Simhadri

Principal Researcher, Microsoft Research India

email LinkedIn page Microsoft Research Wegpage GitHub DBLP

Interests
I work on algorithmic research with a view towards future platforms and practical systems. A few examples:

  • Efficient algorithms for web-scale nearest-neighbor search that are now mainstreamed in Bing Ads and search (DiskANN)
  • New ML operators and architectures for tiny IoT and edge devices (EdgeML)
  • algorithms and run-times with provable guarantees for parallel computing (PhD thesis)
  • new algorithms for topic models and word embeddings.

Publications

Thesis
Program-Centric Cost Models for Locality and Parallelism

Students I have worked with
Grace Dinh, Chirag Gupta, Srajan Garg, Don Dennis, Shishir Patil, Suhas Jayaram Subramanya Abhishek Panigrahi, Moksh Jain, Oindrila Saha, Aditi Singh

Teaching Assistant

  • 15-750: Graduate Algorithms (Spring 2011)
  • 15-499: Parallel Algorithms (Spring 2009)

Earlier
2013-2016: Postdoctoral Fellow, CS Department, Lawrence Berkeley National Lab.
2007-2013: Ph.D., CS Department, Carnegie Mellon University, Advisor: Guy Blelloch
2003-2007: B.Tech, IIT Madras, Major: CS, Minor: Physics.