John Duchi

John Duchi

Stanford University

H-index: 63

North America-United States

About John Duchi

John Duchi, With an exceptional h-index of 63 and a recent h-index of 53 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Machine learning, statistics, optimization, artificial intelligence.

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

THE ANNALS

The right complexity measure in locally private estimation: It is not the Fisher information

Predictive Inference in Multi-environment Scenarios

Robust validation: Confident predictions even when distributions shift

An information-theoretic lower bound in time-uniform estimation

Collaboratively Learning Linear Models with Structured Missing Data

Resampling methods for Private Statistical Inference

A pretty fast algorithm for adaptive private mean estimation

John Duchi Information

University

Position

Assistant Professor of Statistics and Electrical Engineering

Citations(all)

33099

Citations(since 2020)

22931

Cited By

19626

hIndex(all)

63

hIndex(since 2020)

53

i10Index(all)

110

i10Index(since 2020)

101

Email

University Profile Page

Google Scholar

John Duchi Skills & Research Interests

Machine learning

statistics

optimization

artificial intelligence

Top articles of John Duchi

Title

Journal

Author(s)

Publication Date

THE ANNALS

The Annals of Probability

PETER K FRIZ

PAVEL ZORIN-KRANICH

XIN CHEN

XUEMEI LI

BO WU

...

2023/3

The right complexity measure in locally private estimation: It is not the Fisher information

arXiv preprint arXiv:1806.05756

John C Duchi

Feng Ruan

2018/6/14

Predictive Inference in Multi-environment Scenarios

arXiv preprint arXiv:2403.16336

John C Duchi

Suyash Gupta

Kuanhao Jiang

Pragya Sur

2024/3/25

Robust validation: Confident predictions even when distributions shift

Journal of the American Statistical Association

Maxime Cauchois

Suyash Gupta

Alnur Ali

John C Duchi

2024/1/31

An information-theoretic lower bound in time-uniform estimation

arXiv preprint arXiv:2402.08794

John C Duchi

Saminul Haque

2024/2/13

Collaboratively Learning Linear Models with Structured Missing Data

Advances in Neural Information Processing Systems

Chen Cheng

Gary Cheng

John C Duchi

2024/2/13

Resampling methods for Private Statistical Inference

arXiv preprint arXiv:2402.07131

Karan Chadha

John Duchi

Rohit Kuditipudi

2024/2/11

A pretty fast algorithm for adaptive private mean estimation

Rohith Kuditipudi

John Duchi

Saminul Haque

2023/7/12

Lower bounds for non-convex stochastic optimization

Mathematical Programming

Yossi Arjevani

Yair Carmon

John C Duchi

Dylan J Foster

Nathan Srebro

...

2023/5

Federated asymptotics: a model to compare federated learning algorithms

Gary Cheng

Karan Chadha

John Duchi

2023/4/11

Ppi++: Efficient prediction-powered inference

arXiv preprint arXiv:2311.01453

Anastasios N Angelopoulos

John C Duchi

Tijana Zrnic

2023/11/2

Distributionally robust losses for latent covariate mixtures

Operations Research

John Duchi

Tatsunori Hashimoto

Hongseok Namkoong

2023/3

Differentially Private Heavy Hitters using Federated Analytics

Karan Chadha

Junye Chen

John Duchi

Vitaly Feldman

Hanieh Hashemi

...

2023/7/21

Differentially Private Heavy Hitter Detection using Federated Analytics

arXiv preprint arXiv:2307.11749

Karan Chadha

Junye Chen

John Duchi

Vitaly Feldman

Hanieh Hashemi

...

2023/7/21

The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting

arXiv preprint arXiv:2202.04166

Alnur Ali

Maxime Cauchois

John C Duchi

2022/2/8

Accelerated, optimal and parallel: Some results on model-based stochastic optimization

Karan Chadha

Gary Cheng

John Duchi

2022/6/28

adastar: A method for adapting to interpolation

Gary Cheng

John Duchi

2022/11/23

Predictive inference with weak supervision

arXiv preprint arXiv:2201.08315

Maxime Cauchois

Suyash Gupta

Alnur Ali

John Duchi

2022/1/20

How many labelers do you have? A closer look at gold-standard labels

arXiv preprint arXiv:2206.12041

Chen Cheng

Hilal Asi

John Duchi

2022/6/24

Private federated statistics in an interactive setting

arXiv preprint arXiv:2211.10082

Audra McMillan

Omid Javidbakht

Kunal Talwar

Elliot Briggs

Mike Chatzidakis

...

2022/11/18

See List of Professors in John Duchi University(Stanford University)

Co-Authors

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