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ORCIDJames P. Sethna
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- affiliation: Cornell University, Ithaca, NY, USA
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2020 – today
- 2024
[i6]Jason Z. Kim, Nicolas Perrin-Gilbert, Erkan Narmanli, Paul Klein, Christopher R. Myers, Itai Cohen, Joshua J. Waterfall, James P. Sethna:
Γ-VAE: Curvature regularized variational autoencoders for uncovering emergent low dimensional geometric structure in high dimensional data. CoRR abs/2403.01078 (2024)- 2023
- [c1]Rahul Ramesh, Jialin Mao, Itay Griniasty, Rubing Yang, Han Kheng Teoh, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari:
A Picture of the Space of Typical Learnable Tasks. ICML 2023: 28680-28700 - [i5]Jialin Mao, Itay Griniasty, Han Kheng Teoh, Rahul Ramesh, Rubing Yang, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari:
The Training Process of Many Deep Networks Explores the Same Low-Dimensional Manifold. CoRR abs/2305.01604 (2023) - 2022
- [i4]Rahul Ramesh, Jialin Mao, Itay Griniasty, Rubing Yang, Han Kheng Teoh, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari:
A picture of the space of typical learnable tasks. CoRR abs/2210.17011 (2022)
2010 – 2019
- 2018
- [i3]Katherine N. Quinn, Heather Wilber, Alex Townsend, James P. Sethna:
Chebyshev approximation and the global geometry of sloppy models. CoRR abs/1809.08280 (2018) - 2017
- [i2]Lorien X. Hayden, Alexander A. Alemi, Paul H. Ginsparg, James P. Sethna:
Jeffrey's prior sampling of deep sigmoidal networks. CoRR abs/1705.10589 (2017) - 2013
- [i1]Jesse L. Silverberg
, Matthew Bierbaum, James P. Sethna, Itai Cohen:
Collective Motion of Moshers at Heavy Metal Concerts. CoRR abs/1302.1886 (2013) - 2012
- [j6]Woosong Choi, Yong Chen, Stefanos Papanikolaou, James P. Sethna:
Is Dislocation Flow Turbulent in Deformed Crystals? Comput. Sci. Eng. 14(1): 33-39 (2012) - [j5]Caterina A. M. La Porta, Stefano Zapperi, James P. Sethna:
Senescent Cells in Growing Tumors: Population Dynamics and Cancer Stem Cells. PLoS Comput. Biol. 8(1) (2012)
2000 – 2009
- 2007
- [j4]Christopher R. Myers, Ryan N. Gutenkunst, James P. Sethna:
Python Unleashed on Systems Biology. Comput. Sci. Eng. 9(3): 34-37 (2007) - [j3]Christopher R. Myers, James P. Sethna:
Python for Education: Computational Methods for Nonlinear Systems. Comput. Sci. Eng. 9(3): 75-79 (2007) - [j2]Ryan N. Gutenkunst, Joshua J. Waterfall, Fergal P. Casey, Kevin S. Brown, Christopher R. Myers, James P. Sethna:
Universally Sloppy Parameter Sensitivities in Systems Biology Models. PLoS Comput. Biol. 3(10) (2007)
1990 – 1999
- 1999
- [j1]Matthew C. Kuntz, Olga Perkovic, Karin A. Dahmen, Bruce W. Roberts, James P. Sethna:
Hysteresis, avalanches, and noise. Comput. Sci. Eng. 1(4): 73-81 (1999)
Coauthor Index
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