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ORCIDLauren E. Gillespie
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2020 – today
- 2024
[j1]Daniel Kunin, Javier Sagastuy-Breña, Lauren E. Gillespie
, Eshed Margalit, Hidenori Tanaka, Surya Ganguli, Daniel L. K. Yamins:
The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion. Neural Comput. 36(1): 151-174 (2024)- [c3]Andy V. Huynh, Lauren E. Gillespie, Jael Lopez-Saucedo, Claire Tang, Rohan Sikand, Moises Exposito-Alonso:
Contrastive Ground-Level Image and Remote Sensing Pre-training Improves Representation Learning for Natural World Imagery. ECCV (80) 2024: 173-190 - [i4]Andy V. Huynh, Lauren E. Gillespie, Jael Lopez-Saucedo, Claire Tang, Rohan Sikand, Moises Exposito-Alonso:
Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery. CoRR abs/2409.19439 (2024) - [i3]Elena Sierra, Lauren E. Gillespie, Salim Soltani, Moises Exposito-Alonso, Teja Kattenborn:
DivShift: Exploring Domain-Specific Distribution Shift in Volunteer-Collected Biodiversity Datasets. CoRR abs/2410.19816 (2024) - 2021
- [i2]Daniel Kunin, Javier Sagastuy-Breña, Lauren E. Gillespie, Eshed Margalit, Hidenori Tanaka, Surya Ganguli, Daniel L. K. Yamins:
Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion. CoRR abs/2107.09133 (2021) - [i1]Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ B. 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, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren E. Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.:
On the Opportunities and Risks of Foundation Models. CoRR abs/2108.07258 (2021)
2010 – 2019
- 2018
- [c2]Isabel Tweraser, Lauren E. Gillespie, Jacob Schrum:
Querying across time to interactively evolve animations. GECCO 2018: 213-220 - 2017
- [c1]Lauren E. Gillespie, Gabriela R. Gonzalez, Jacob Schrum:
Comparing direct and indirect encodings using both raw and hand-designed features in tetris. GECCO 2017: 179-186
Coauthor Index
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