Mimi Sun
Authored Publications
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General Geospatial Inference with a Population Dynamics Foundation Model
Chaitanya Kamath
Prithul Sarker
Joydeep Paul
Yael Mayer
Sheila de Guia
Jamie McPike
Adam Boulanger
David Schottlander
Yao Xiao
Manjit Chakravarthy Manukonda
Monica Bharel
Von Nguyen
Luke Barrington
Niv Efron
Krish Eswaran
Shravya Shetty
(2024) (to appear)
Community search signatures as foundation features for human-centered geospatial modeling
Chaitanya Kamath
Mohit Agarwal
David Schottlander
Shailesh Bavadekar
Niv Efron
Shravya Shetty
ICML 2024 Workshop on Data-Centric Machine Learning Research
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification
Yi Tay
Chaitanya Kamath
Shailesh Bavadekar
Evgeniy Gabrilovich
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (2022)
A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan
Joel Shor
Arkady Epshteyn
Ashwin Sura Ravi
Beth Luan
Chun-Liang Li
Daisuke Yoneoka
Dario Sava
Hiroaki Miyata
Hiroki Kayama
Isaac Jones
Joe Mckenna
Johan Euphrosine
Kris Popendorf
Nate Yoder
Shashank Singh
Shuhei Nomura
Thomas Tsai
npj Digital Medicine (2021)
Vaccine Search Patterns Provide Insights into Vaccination Intent
Sean Malahy
Keith Spangler
Jessica Leibler
Kevin J. Lane
Shailesh Bavadekar
Chaitanya Kamath
Akim Kumok
Yuantong Sun
Tague Griffith
Adam Boulanger
Mark Young
Charlotte Stanton
Yael Mayer
Karen Lee Smith
Kat Chou
Jonathan I. Levy
Adam A.Szpiro
Evgeniy Gabrilovich
Gregory A. Wellenius
arXiv (2021), TBD
Google COVID-19 Vaccination Search Insights: Anonymization Process Description
Adam Boulanger
Akim Kumok
Arti Patankar
Benjamin Miller
Chaitanya Kamath
Charlotte Stanton
Chris Scott
Damien Desfontaines
Evgeniy Gabrilovich
Gregory A. Wellenius
John S. Davis
Karen Lee Smith
Krishna Kumar Gadepalli
Mark Young
Shailesh Bavadekar
Tague Griffith
Yael Mayer
Arxiv.org (2021)
Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description
Akim Kumok
Chaitanya Kamath
Charlotte Stanton
Damien Desfontaines
Evgeniy Gabrilovich
Gerardo Flores
Gregory Alexander Wellenius
Ilya Eckstein
John S. Davis
Katie Everett
Krishna Kumar Gadepalli
Rayman Huang
Shailesh Bavadekar
Thomas Ludwig Roessler
Venky Ramachandran
Yael Mayer
Arxiv.org, N/A (2020)
Scalable and accurate deep learning for electronic health records
Alvin Rishi Rajkomar
Eyal Oren
Nissan Hajaj
Mila Hardt
Peter J. Liu
Xiaobing Liu
Jake Marcus
Patrik Per Sundberg
Kun Zhang
Yi Zhang
Gerardo Flores
Gavin Duggan
Jamie Irvine
Kurt Litsch
Alex Mossin
Justin Jesada Tansuwan
De Wang
Dana Ludwig
Samuel Volchenboum
Kat Chou
Michael Pearson
Srinivasan Madabushi
Nigam Shah
Atul Butte
npj Digital Medicine (2018)
