Amit Sabne

Amit Sabne

Purdue University

H-index: 15

North America-United States

About Amit Sabne

Amit Sabne, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at Purdue University, specializes in the field of Compilers, High-Performance Computing, Parallel Computing, Distributed Computing, Machine Learning Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Overlap communication with dependent computation via decomposition in large deep learning models

Compound conditional reordering for faster short-circuiting

Vectorizing conditional min-max sequence reduction loops

A learned performance model for tensor processing units

A flexible approach to autotuning multi-pass machine learning compilers

Fast distributed bandits for online recommendation systems

Xla: Compiling machine learning for peak performance

Amit Sabne Information

University

Position

___

Citations(all)

1036

Citations(since 2020)

663

Cited By

646

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

19

i10Index(since 2020)

15

Email

University Profile Page

Purdue University

Google Scholar

View Google Scholar Profile

Amit Sabne Skills & Research Interests

Compilers

High-Performance Computing

Parallel Computing

Distributed Computing

Machine Learning Systems

Top articles of Amit Sabne

Title

Journal

Author(s)

Publication Date

Overlap communication with dependent computation via decomposition in large deep learning models

Shibo Wang

Jinliang Wei

Amit Sabne

Andy Davis

Berkin Ilbeyi

...

2022/12/19

Compound conditional reordering for faster short-circuiting

2022/9/8

Vectorizing conditional min-max sequence reduction loops

2021/7/20

A learned performance model for tensor processing units

Proceedings of Machine Learning and Systems

Sam Kaufman

Phitchaya Phothilimthana

Yanqi Zhou

Charith Mendis

Sudip Roy

...

2021/3/15

A flexible approach to autotuning multi-pass machine learning compilers

Phitchaya Mangpo Phothilimthana

Amit Sabne

Nikhil Sarda

Karthik Srinivasa Murthy

Yanqi Zhou

...

2021/9/26

Fast distributed bandits for online recommendation systems

Kanak Mahadik

Qingyun Wu

Shuai Li

Amit Sabne

2020/6/29

Xla: Compiling machine learning for peak performance

Google Res

Amit Sabne

2020

See List of Professors in Amit Sabne University(Purdue University)