ProfessorsProfessors of Massachusetts Institute of TechnologyMathew Monfort

Mathew Monfort

Massachusetts Institute of Technology

H-index: 17

North America-United States

About Mathew Monfort

Mathew Monfort, With an exceptional h-index of 17 and a recent h-index of 15 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Artificial Intelligence, Machine Learning, Computer Vision, Fairness.

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

Model ChangeLists: Characterizing Changes in ML Prediction APIs

Multi-moments in time: Learning and interpreting models for multi-action video understanding

Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions

We have so much in common: Modeling semantic relational set abstractions in videos

Mathew Monfort Information

University	Massachusetts Institute of Technology
Position	(MIT)
Citations(all)	6696
Citations(since 2020)	5554
Cited By	3385
hIndex(all)	17
hIndex(since 2020)	15
i10Index(all)	18
i10Index(since 2020)	18
Email	Access Email
University Profile Page	Massachusetts Institute of Technology
Google Scholar	View Google Scholar Profile

Mathew Monfort Skills & Research Interests

Artificial Intelligence

Machine Learning

Computer Vision

Fairness

Top articles of Mathew Monfort

Title	Journal	Author(s)	Publication Date
Model ChangeLists: Characterizing Changes in ML Prediction APIs		Sabri Eyuboglu Karan Goel Arjun D Desai Lingjiao Chen Mathew Monfort ...	2022/9/29
Multi-moments in time: Learning and interpreting models for multi-action video understanding	IEEE Transactions on Pattern Analysis and Machine Intelligence	Mathew Monfort Bowen Pan Kandan Ramakrishnan Alex Andonian Barry A McNamara ...	2021/11/9
Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions		Mathew Monfort SouYoung Jin Alexander Liu David Harwath Rogerio Feris ...	2021
We have so much in common: Modeling semantic relational set abstractions in videos		Alex Andonian Camilo Fosco Mathew Monfort Allen Lee Rogerio Feris ...	2020