Sridhar Mahadevan

Sridhar Mahadevan

University of Massachusetts Amherst

H-index: 51

North America-United States

About Sridhar Mahadevan

Sridhar Mahadevan, With an exceptional h-index of 51 and a recent h-index of 28 (since 2020), a distinguished researcher at University of Massachusetts Amherst, specializes in the field of Artificial intelligence, machine learning.

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

GAIA: Categorical Foundations of Generative AI

UNIVERSAL IMITATION GAMES

Zero-th order algorithm for softmax attention optimization

Universal causality

System and methods for resource allocation

Smoothed online combinatorial optimization using imperfect predictions

Privacy Aware Experiments without Cookies

Systems and methods for content distribution without tracking

Sridhar Mahadevan Information

University

Position

Director Data Science Lab Adobe Research & Professor

Citations(all)

12563

Citations(since 2020)

4220

Cited By

10544

hIndex(all)

51

hIndex(since 2020)

28

i10Index(all)

118

i10Index(since 2020)

57

Email

University Profile Page

University of Massachusetts Amherst

Google Scholar

View Google Scholar Profile

Sridhar Mahadevan Skills & Research Interests

Artificial intelligence

machine learning

Top articles of Sridhar Mahadevan

Title

Journal

Author(s)

Publication Date

GAIA: Categorical Foundations of Generative AI

arXiv preprint arXiv:2402.18732

Sridhar Mahadevan

2024/2/28

UNIVERSAL IMITATION GAMES

Sridhar Mahadevan

2024/2/16

Zero-th order algorithm for softmax attention optimization

arXiv preprint arXiv:2307.08352

Yichuan Deng

Zhihang Li

Sridhar Mahadevan

Zhao Song

2023/7/17

Universal causality

Entropy

Sridhar Mahadevan

2023/3/27

System and methods for resource allocation

2023/9/7

Smoothed online combinatorial optimization using imperfect predictions

Proceedings of the AAAI Conference on Artificial Intelligence

Kai Wang

Zhao Song

Georgios Theocharous

Sridhar Mahadevan

2023/6/26

Privacy Aware Experiments without Cookies

Shiv Shankar

Ritwik Sinha

Saayan Mitra

Viswanathan Swaminathan

Sridhar Mahadevan

...

2023/2/27

Systems and methods for content distribution without tracking

2023/9/7

Randomized and deterministic attention sparsification algorithms for over-parameterized feature dimension

arXiv preprint arXiv:2304.04397

Yichuan Deng

Sridhar Mahadevan

Zhao Song

2023/4/10

Causal Inference for Heterogeneous Data and Information Theory

Katerina Hlavackova-Schindler

Nataliya Sokolovska

Pierre-Henri Wuillemin

Feng Xie

Yangbo He

...

2023/7

System and methods for diversity auditing

2023/8/24

Generating simulated images that enhance socio-demographic diversity

2023/3/30

Active control system for data stream allocation

2023/8/17

An over-parameterized exponential regression

arXiv preprint arXiv:2303.16504

Yeqi Gao

Sridhar Mahadevan

Zhao Song

2023/3/29

Categoroids: Universal conditional independence

arXiv preprint arXiv:2208.11077

Sridhar Mahadevan

2022/8/23

Systems for generating recommendations

2022/3/8

On The Universality of Diagrams for Causal Inference and The Causal Reproducing Property

arXiv preprint arXiv:2207.02917

Sridhar Mahadevan

2022/7/6

Generating and controlling diversity in image search

Md Mehrab Tanjim

Ritwik Sinha

Krishna Kumar Singh

Sridhar Mahadevan

David Arbour

...

2022

Representation discovery using harmonic analysis

Sridhar Mahadevan

2022/5/31

A Layered Architecture for Universal Causality

arXiv preprint arXiv:2212.08981

Sridhar Mahadevan

2022/12/18

See List of Professors in Sridhar Mahadevan University(University of Massachusetts Amherst)

Co-Authors

H-index: 99
Tom Mitchell

Tom Mitchell

Carnegie Mellon University

H-index: 91
Andrew Barto

Andrew Barto

University of Massachusetts Amherst

H-index: 76
Melinda Dyar

Melinda Dyar

Mount Holyoke College

H-index: 52
Ji Liu

Ji Liu

University of Rochester

H-index: 52
Beverly Park Woolf

Beverly Park Woolf

University of Massachusetts Amherst

H-index: 26
Abhijit Gosavi

Abhijit Gosavi

Missouri University of Science and Technology

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