CUFinder

Nilesh Tripuraneni

About Nilesh Tripuraneni

Nilesh Tripuraneni, With an exceptional h-index of 17 and a recent h-index of 15 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Machine Learning, Deep Learning, NLP, Statistics, Optimization.

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

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Gemini: a family of highly capable multimodal models

Optimal mean estimation without a variance

Parallelizing contextual bandits

Provable meta-learning of linear representations

Covariate shift in high-dimensional random feature regression

On the theory of transfer learning: The importance of task diversity

Algorithms for heavy-tailed statistics: Regression, covariance estimation, and beyond

Nilesh Tripuraneni Information

University

Position

___

Citations(all)

1069

Citations(since 2020)

921

Cited By

384

hIndex(all)

17

hIndex(since 2020)

15

i10Index(all)

18

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Nilesh Tripuraneni Skills & Research Interests

Machine Learning

Deep Learning

NLP

Statistics

Optimization

Top articles of Nilesh Tripuraneni

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

arXiv preprint arXiv:2403.05530

2024/3/8

Andrew Dai
Andrew Dai

H-Index: 1

Ethan Dyer
Ethan Dyer

H-Index: 12

Benjamin Lee
Benjamin Lee

H-Index: 8

Fabio Viola
Fabio Viola

H-Index: 25

Zhen Yang
Zhen Yang

H-Index: 4

Ankesh Anand
Ankesh Anand

H-Index: 7

Luke Vilnis
Luke Vilnis

H-Index: 13

Oscar Chang
Oscar Chang

H-Index: 4

Ce Zheng
Ce Zheng

H-Index: 2

Xi Chen
Xi Chen

H-Index: 13

Petko Georgiev
Petko Georgiev

H-Index: 15

Siyuan Qiao
Siyuan Qiao

H-Index: 13

Sebastian Riedel
Sebastian Riedel

H-Index: 39

Martin Chadwick
Martin Chadwick

H-Index: 2

Yunhao Tang
Yunhao Tang

H-Index: 9

Matthew Lamm
Matthew Lamm

H-Index: 7

Qiao Zhang
Qiao Zhang

H-Index: 7

Yong Cheng
Yong Cheng

H-Index: 14

Kelvin Xu
Kelvin Xu

H-Index: 10

Santiago Ontañón
Santiago Ontañón

H-Index: 24

Nathan Byrd
Nathan Byrd

H-Index: 1

Biao Zhang
Biao Zhang

H-Index: 27

Mario Pinto
Mario Pinto

H-Index: 8

Albert Webson
Albert Webson

H-Index: 0

Yifan Ding
Yifan Ding

H-Index: 2

Mostafa Dehghani
Mostafa Dehghani

H-Index: 2

Kefan Xiao
Kefan Xiao

H-Index: 5

Fangyu Liu
Fangyu Liu

H-Index: 3

Nanxin Chen
Nanxin Chen

H-Index: 18

Megan Barnes
Megan Barnes

H-Index: 1

Sophie Bridgers
Sophie Bridgers

H-Index: 9

Ruizhe Zhao
Ruizhe Zhao

H-Index: 8

Gemini: a family of highly capable multimodal models

arXiv preprint arXiv:2312.11805

2023/12/19

Yonghui Wu
Yonghui Wu

H-Index: 22

Jiahui Yu
Jiahui Yu

H-Index: 2

Benjamin Lee
Benjamin Lee

H-Index: 8

Fabio Viola
Fabio Viola

H-Index: 25

Lucas Gonzalez
Lucas Gonzalez

H-Index: 9

Charlotte Smith
Charlotte Smith

H-Index: 6

Yi Luan
Yi Luan

H-Index: 3

Xi Chen
Xi Chen

H-Index: 13

Natalie Clay
Natalie Clay

H-Index: 12

Jeffrey Zhao
Jeffrey Zhao

H-Index: 4

Dian Yu
Dian Yu

H-Index: 2

Heidi Howard
Heidi Howard

H-Index: 6

Han Lu
Han Lu

H-Index: 2

Megan Barnes
Megan Barnes

H-Index: 1

William Wong
William Wong

H-Index: 3

Rishabh Joshi
Rishabh Joshi

H-Index: 4

Ruibo Liu
Ruibo Liu

H-Index: 3

Chao Jia
Chao Jia

H-Index: 4

Chenjie Gu
Chenjie Gu

H-Index: 10

Qiao Zhang
Qiao Zhang

H-Index: 7

Martin Chadwick
Martin Chadwick

H-Index: 2

Thanumalayan Sankaranarayana Pillai
Thanumalayan Sankaranarayana Pillai

H-Index: 7

Clara Rivera
Clara Rivera

H-Index: 3

Shariq Iqbal
Shariq Iqbal

H-Index: 4

Gabriela Surita
Gabriela Surita

H-Index: 1

Emilio Parisotto
Emilio Parisotto

H-Index: 11

Elliot Catt
Elliot Catt

H-Index: 3

Pidong Wang
Pidong Wang

H-Index: 6

Albert Webson
Albert Webson

H-Index: 0

Smit Sanghavi
Smit Sanghavi

H-Index: 0

Ming-Wei Chang
Ming-Wei Chang

H-Index: 27

Yuting Sun
Yuting Sun

H-Index: 3

Matthew Aitchison
Matthew Aitchison

H-Index: 1

Tianhe Yu
Tianhe Yu

H-Index: 10

Cindy Wang
Cindy Wang

H-Index: 2

Optimal mean estimation without a variance

2022/6/28

Yeshwanth Cherapanamjeri
Yeshwanth Cherapanamjeri

H-Index: 6

Nilesh Tripuraneni
Nilesh Tripuraneni

H-Index: 10

Peter Bartlett
Peter Bartlett

H-Index: 54

Michael Jordan
Michael Jordan

H-Index: 25

Parallelizing contextual bandits

arXiv preprint arXiv:2105.10590

2021/5/21

Jeffrey Chan
Jeffrey Chan

H-Index: 10

Aldo Pacchiano
Aldo Pacchiano

H-Index: 8

Nilesh Tripuraneni
Nilesh Tripuraneni

H-Index: 10

Peter Bartlett
Peter Bartlett

H-Index: 54

Provable meta-learning of linear representations

2021/7/1

Nilesh Tripuraneni
Nilesh Tripuraneni

H-Index: 10

Chi Jin
Chi Jin

H-Index: 24

Michael Jordan
Michael Jordan

H-Index: 25

Covariate shift in high-dimensional random feature regression

arXiv preprint arXiv:2111.08234

2021/11/16

Nilesh Tripuraneni
Nilesh Tripuraneni

H-Index: 10

Jeffrey Pennington
Jeffrey Pennington

H-Index: 10

On the theory of transfer learning: The importance of task diversity

Advances in neural information processing systems

2020

Nilesh Tripuraneni
Nilesh Tripuraneni

H-Index: 10

Michael Jordan
Michael Jordan

H-Index: 25

Chi Jin
Chi Jin

H-Index: 24

Algorithms for heavy-tailed statistics: Regression, covariance estimation, and beyond

2020/6/8

Yeshwanth Cherapanamjeri
Yeshwanth Cherapanamjeri

H-Index: 6

Nilesh Tripuraneni
Nilesh Tripuraneni

H-Index: 10

Optimal robust linear regression in nearly linear time

arXiv preprint arXiv:2007.08137

2020/7/16

Yeshwanth Cherapanamjeri
Yeshwanth Cherapanamjeri

H-Index: 6

Nilesh Tripuraneni
Nilesh Tripuraneni

H-Index: 10

Nicolas Flammarion
Nicolas Flammarion

H-Index: 13

See List of Professors in Nilesh Tripuraneni University(University of California, Berkeley)

Co-Authors

academic-engine

Useful Links

List of top 50 universities
List of top 100 universities
List of top 500 universities
Find Professors Email
Find Universities Email
CUFinder Academic Engine