Description: homepage of Harsha Vardhan Simhadri
cmu (151) carnegie mellon university (55) lbl (19) microsoft research (13) iitm (7) harsha (5) lbnl (4) harshavardhan (2) harsha vardhan (1) simhadri (1)
Interests I develop new algorithms with a view towards future platforms and practical systems. A few examples: Efficient algorithms for web-scale nearest-neighbor search deployed widely in Microsoft ( DiskANN ) New ML operators and architectures for tiny IoT and edge devices ( EdgeML ) Parallel algorithms and run-times with provable guarantees for multi-core processors ( PhD thesis )
I co-led the organization of the 2021 NeurIPS challenge on Billion-Scale Approximate Nearest Neighbor Search . If you have a strong ANNS algorithm, please submit your idea through this evaluation framework .
Slides on ANNS work from talks at MIT Algorithms and FastCode seminars, Northwestern IDEAL workshop and Google Research NYC.
Shishir Patil
Big ANN Benchmarks
Aditya Kusupati
Anirudh Bindiganavale Harish
Sachin Goyal
Moksh Jain
About me - Suhas’ Webpage
Oindrila’s Webpage
Vikram Mandikal
About me - Abhishek Panigrahi