OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Lauren E. Gillespie
Assistant Professor, School for Environment and Sustainability, University of Michigan - Ann Arbor
Postdoc, Computer Science, Massachusetts Institute of Technology
Joined
May 2021
Names
Lauren E. Gillespie
(Preferred)
,
Lauren Gillespie
Emails
****@stanford.edu
(Confirmed)
,
****@cs.stanford.edu
(Confirmed)
,
****@berkeley.edu
(Confirmed)
,
****@carnegiescience.edu
(Confirmed)
,
****@mit.edu
(Confirmed)
,
****@umich.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
School for Environment and Sustainability,
University of Michigan - Ann Arbor
(umich.edu)
2026
–
Present
Postdoc
Computer Science,
Massachusetts Institute of Technology
(mit.edu)
2025
–
2026
Researcher
Integrative Biology,
University of California, Berkeley
(berkeley.edu)
2024
–
2025
Researcher
Plant Biology,
Carnegie Science
(carnegiescience.edu)
2020
–
2025
PhD student
Computer Science,
Stanford University
(stanford.edu)
2019
–
2025
Researcher
Integrative Biology,
Universidade Federal de Minas Gerais, Universidade Federal de Minas Gerais
(ufmg.br)
2024
–
2024
Undergrad student
Computer Science,
Southwestern University
(southwestern.edu)
2015
–
2019
Advisors, Relations & Conflicts
Postdoc Advisor
Sara Beery
2025
–
2026
Postdoc Advisor
Sherrie Wang
2025
–
2026
Coauthor
Teja Kattenborn
2023
–
2025
PhD Advisor
Moises Exposito-Alonso
2020
–
2025
PhD Advisor
Noah Goodman
2019
–
2025
Coworker
Charles Ofria
2018
–
2019
Expertise
SatML
2023
–
Present
AI for sustainability
2022
–
Present
computer vision for ecology
2020
–
Present
Publications
DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets
Elena Sierra
,
Lauren E. Gillespie
,
Salim Soltani
,
Moises Exposito-Alonso
,
Teja Kattenborn
Proceedings of the AAAI Conference on Artificial Intelligence
Readers:
Everyone
Deep learning models map rapid plant species changes from citizen science and remote sensing data
Lauren E. Gillespie
,
Megan Ruffley
,
Moises Exposito-Alonso
Proceedings of the National Academy of Science
Readers:
Everyone
The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion
Daniel Kunin
,
Javier Sagastuy-Breña
,
Lauren E. Gillespie
,
Eshed Margalit
,
Hidenori Tanaka
,
Surya Ganguli
,
Daniel L. K. Yamins
Neural Comput. 2024
Readers:
Everyone
DivShift: Exploring Domain-Specific Distribution Shift in Volunteer-Collected Biodiversity Datasets
Elena Sierra
,
Lauren E. Gillespie
,
Salim Soltani
,
Moises Exposito-Alonso
,
Teja Kattenborn
CoRR 2024
Readers:
Everyone
Contrastive Ground-Level Image and Remote Sensing Pre-training Improves Representation Learning for Natural World Imagery
Andy V. Huynh
,
Lauren E. Gillespie
,
Jael Lopez-Saucedo
,
Claire Tang
,
Rohan Sikand
,
Moises Exposito-Alonso
ECCV (80) 2024
Readers:
Everyone
Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion
Daniel Kunin
,
Javier Sagastuy-Brena
,
Lauren Gillespie
,
Eshed Margalit
,
Hidenori Tanaka
,
Surya Ganguli
,
Daniel LK Yamins
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Submitted
Readers:
Everyone
On the Opportunities and Risks of Foundation Models
Rishi Bommasani
,
Drew A. Hudson
,
Ehsan Adeli
,
Russ Altman
,
Simran Arora
,
Sydney von Arx
,
Michael S. Bernstein
,
Jeannette Bohg
,
Antoine Bosselut
,
Emma Brunskill
,
Erik Brynjolfsson
,
Shyamal Buch
,
Dallas Card
,
Rodrigo Castellon
,
Niladri S. Chatterji
,
Annie S. Chen
,
Kathleen Creel
,
Jared Quincy Davis
,
Dorottya Demszky
,
Chris Donahue
et al. (33 additional authors not shown)
2021 (modified: 12 Nov 2022)
CoRR 2021
Readers:
Everyone
Querying across time to interactively evolve animations
Isabel Tweraser
,
Lauren E. Gillespie
,
Jacob Schrum
GECCO 2018
Readers:
Everyone
Comparing direct and indirect encodings using both raw and hand-designed features in tetris
Lauren E. Gillespie
,
Gabriela R. Gonzalez
,
Jacob Schrum
GECCO 2017
Readers:
Everyone
Co-Authors
Andy V. Huynh
Annie S. Chen
Antoine Bosselut
Chelsea Finn
Chris Donahue
Claire Tang
Dallas Card
Dan Jurafsky
Daniel E. Ho
Daniel Kunin
Daniel L. K. Yamins
Daniel LK Yamins
Dorottya Demszky
Drew A. Hudson
Ehsan Adeli
Elena Sierra
Emma Brunskill
Erik Brynjolfsson
Eshed Margalit
Esin Durmus
Fereshte Khani
Gabriela R. Gonzalez
Geoff Keeling
Hidenori Tanaka
Isabel Tweraser
View all 72 co-authors