Asma Ghandeharioun

Asma Ghandeharioun

Massachusetts Institute of Technology

H-index: 21

North America-United States

About Asma Ghandeharioun

Asma Ghandeharioun, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Interpretability, Human-Centered AI, Machine Learning, Affective Computing.

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

Does localization inform editing? surprising differences in causality-based localization vs. knowledge editing in language models

Patchscopes: A unifying framework for inspecting hidden representations of language models

Comparing Representational and Functional Similarity in Small Transformer Language Models

Interpretability illusions in the generalization of simplified models

Post Hoc Explanations of Language Models Can Improve Language Models

Mixed effects random forests for personalised predictions of clinical depression severity

Do machine learning models memorize or generalize

Dissect: Disentangled simultaneous explanations via concept traversals

Asma Ghandeharioun Information

University

Position

PhD student, MIT Media Lab

Citations(all)

2011

Citations(since 2020)

1776

Cited By

719

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

24

i10Index(since 2020)

23

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Asma Ghandeharioun Skills & Research Interests

Interpretability

Human-Centered AI

Machine Learning

Affective Computing

Top articles of Asma Ghandeharioun

Title

Journal

Author(s)

Publication Date

Does localization inform editing? surprising differences in causality-based localization vs. knowledge editing in language models

Advances in Neural Information Processing Systems, 2023.

Peter Hase

Mohit Bansal

Been Kim

Asma Ghandeharioun

2024/2/13

Patchscopes: A unifying framework for inspecting hidden representations of language models

arXiv preprint arXiv:2401.06102

Asma Ghandeharioun

Avi Caciularu

Adam Pearce

Lucas Dixon

Mor Geva

2024/1/11

Comparing Representational and Functional Similarity in Small Transformer Language Models

Dan Friedman

Andrew Kyle Lampinen

Lucas Dixon

Danqi Chen

Asma Ghandeharioun

2023/12/18

Interpretability illusions in the generalization of simplified models

Dan Friedman

Andrew Kyle Lampinen

Lucas Dixon

Danqi Chen

Asma Ghandeharioun

2023/10/13

Post Hoc Explanations of Language Models Can Improve Language Models

arXiv preprint arXiv:2305.11426

Satyapriya Krishna

Jiaqi Ma

Dylan Slack

Asma Ghandeharioun

Sameer Singh

...

2023/5/19

Mixed effects random forests for personalised predictions of clinical depression severity

arXiv preprint arXiv:2301.09815

Robert A Lewis

Asma Ghandeharioun

Szymon Fedor

Paola Pedrelli

Rosalind Picard

...

2023/1/24

Do machine learning models memorize or generalize

Adam Pearce

Asma Ghandeharioun

Nada Hussein

Nithum Thain

Martin Wattenberg

...

2023

Dissect: Disentangled simultaneous explanations via concept traversals

Asma Ghandeharioun

Been Kim

Chun-Liang Li

Brendan Jou

Brian Eoff

...

2021/5/31

Towards Human-Centered Optimality Criteria

Asma Ghandeharioun

2021

Hierarchical reinforcement learning for open-domain dialog

Abdelrhman Saleh

Natasha Jaques

Asma Ghandeharioun

Judy Hanwen Shen

Rosalind Picard

2019/9/17

Monitoring changes in depression severity using wearable and mobile sensors

Frontiers in psychiatry

Paola Pedrelli

Szymon Fedor

Asma Ghandeharioun

Esther Howe

Dawn F Ionescu

...

2020/12/18

Human-centric dialog training via offline reinforcement learning

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Natasha Jaques

Judy Hanwen Shen

Asma Ghandeharioun

Craig Ferguson

Agata Lapedriza

...

2020/10/12

Studying personalized just-in-time auditory breathing guides and potential safety implications during simulated driving

Sebastian Zepf

Neska ElHaouij

Jinmo Lee

Asma Ghandeharioun

Javier Hernandez

...

2020/7/7

See List of Professors in Asma Ghandeharioun University(Massachusetts Institute of Technology)

Co-Authors

H-index: 119
Rosalind Picard

Rosalind Picard

Massachusetts Institute of Technology

H-index: 72
David Mischoulon

David Mischoulon

Harvard University

H-index: 63
Ryan P. Adams

Ryan P. Adams

Princeton University

H-index: 50
Daniel McDuff

Daniel McDuff

Massachusetts Institute of Technology

H-index: 50
David Sontag

David Sontag

Massachusetts Institute of Technology

H-index: 32
Paola Pedrelli

Paola Pedrelli

Harvard University

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