Zaid Harchaoui

Zaid Harchaoui

University of Washington

H-index: 48

North America-United States

About Zaid Harchaoui

Zaid Harchaoui, With an exceptional h-index of 48 and a recent h-index of 39 (since 2020), a distinguished researcher at University of Washington, specializes in the field of machine learning, AI, stochastic optimization, statistical inference, differentiable programming..

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

A Primal-Dual Algorithm for Faster Distributionally Robust Optimization

Distributionally Robust Optimization with Bias and Variance Reduction

Flat Minima Generalize for Low-rank Matrix Recovery

JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding

Faith and Fate: Limits of Transformers on Compositionality

Stochastic Optimization for Spectral Risk Measures

Statistical and Computational Guarantees for Influence Diagnostics

Stochastic Optimization under Distributional Drift

Zaid Harchaoui Information

University

Position

___

Citations(all)

17205

Citations(since 2020)

11847

Cited By

9341

hIndex(all)

48

hIndex(since 2020)

39

i10Index(all)

67

i10Index(since 2020)

65

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Zaid Harchaoui Skills & Research Interests

machine learning

AI

stochastic optimization

statistical inference

differentiable programming.

Top articles of Zaid Harchaoui

Title

Journal

Author(s)

Publication Date

A Primal-Dual Algorithm for Faster Distributionally Robust Optimization

arXiv preprint arXiv:2403.10763

Ronak Mehta

Jelena Diakonikolas

Zaid Harchaoui

2024/3/16

Distributionally Robust Optimization with Bias and Variance Reduction

Ronak Mehta

Vincent Roulet

Krishna Pillutla

Zaid Harchaoui

2024

Flat Minima Generalize for Low-rank Matrix Recovery

arXiv preprint arXiv:2203.03756

Lijun Ding

Dmitriy Drusvyatskiy

Maryam Fazel

Zaid Harchaoui

2022/3/7

JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding

arXiv preprint arXiv:2402.08761

Jillian Fisher

Ximing Lu

Jaehun Jung

Liwei Jiang

Zaid Harchaoui

...

2024/2/13

Faith and Fate: Limits of Transformers on Compositionality

Advances in Neural Information Processing Systems

Nouha Dziri

Ximing Lu

Melanie Sclar

Xiang Lorraine Li

Liwei Jiang

...

2024/2/13

Stochastic Optimization for Spectral Risk Measures

Ronak Mehta

Vincent Roulet

Krishna Pillutla

Lang Liu

Zaid Harchaoui

2023

Statistical and Computational Guarantees for Influence Diagnostics

Jillian Fisher

Lang Liu

Krishna Pillutla

Yejin Choi

Zaid Harchaoui

2023

Stochastic Optimization under Distributional Drift

Journal of machine learning research

Joshua Cutler

Dmitriy Drusvyatskiy

Zaid Harchaoui

2023

MAUVE scores for generative models: Theory and practice

Journal of Machine Learning Research

Krishna Pillutla

Lang Liu

John Thickstun

Sean Welleck

Swabha Swayamdipta

...

2023

Robust aggregation for federated learning

IEEE Transactions on Signal Processing

Krishna Pillutla

Sham M Kakade

Zaid Harchaoui

2022/2/24

Tackling Distribution Shifts in Federated Learning with Superquantile Aggregation

Krishna Pillutla

Yassine Laguel

Jérôme Malick

Zaid Harchaoui

2022/12/3

Target Propagation via Regularized Inversion

TMLR

Vincent Roulet

Zaid Harchaoui

2022

A Bayesian approach to modeling phytoplankton population dynamics from size distribution time series

PLoS computational biology

Jann Paul Mattern

Kristof Glauninger

Gregory L Britten

John R Casey

Sangwon Hyun

...

2022/1/14

Differentially Private Federated Quantiles with the Distributed Discrete Gaussian Mechanism

Krishna Pillutla

Yassine Laguel

Jérôme Malick

Zaid Harchaoui

2022/12/2

Differentiable Programming a la Moreau

Vincent Roulet

Zaid Harchaoui

2022

Film: Fill-in language models for any-order generation

arXiv preprint arXiv:2310.09930

Tianxiao Shen

Hao Peng

Ruoqi Shen

Yao Fu

Zaid Harchaoui

...

2023/10/15

Stochastic Optimization on Matrices and a Graphon McKean-Vlasov Limit

arXiv preprint arXiv:2210.00422

Zaid Harchaoui

Sewoong Oh

Soumik Pal

Raghav Somani

Raghavendra Tripathi

2022/10/2

A Representation-Focused Training Algorithm for Deep Networks

Vincent Roulet

Corinne Jones

Zaid Harchaoui

2022

Network structure mediates functional reorganization induced by optogenetic stimulation of non-human primate sensorimotor cortex

Iscience

Julien Bloch

Alexander Greaves-Tunnell

Eric Shea-Brown

Zaid Harchaoui

Ali Shojaie

...

2022/5/20

Likelihood Score under Generalized Self-Concordance

Lang Liu

Zaid Harchaoui

2022

See List of Professors in Zaid Harchaoui University(University of Washington)