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Michael Field
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2020 – today
- 2022
- [c3]Yossi Arjevani, Michael Field:
Annihilation of Spurious Minima in Two-Layer ReLU Networks. NeurIPS 2022 - [i7]Yossi Arjevani, Michael Field:
Annihilation of Spurious Minima in Two-Layer ReLU Networks. CoRR abs/2210.06088 (2022) - 2021
- [c2]Yossi Arjevani, Michael Field:
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II. NeurIPS 2021: 15162-15174 - [i6]Yossi Arjevani, Joan Bruna, Michael Field, Joe Kileel, Matthew Trager, Francis Williams:
Symmetry Breaking in Symmetric Tensor Decomposition. CoRR abs/2103.06234 (2021) - [i5]Yossi Arjevani, Michael Field:
Equivariant bifurcation, quadratic equivariants, and symmetry breaking for the standard representation of Sn. CoRR abs/2107.02422 (2021) - [i4]Yossi Arjevani, Michael Field:
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks. CoRR abs/2107.10370 (2021) - 2020
- [c1]Yossi Arjevani, Michael Field:
Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry. NeurIPS 2020 - [i3]Yossi Arjevani, Michael Field:
Symmetry & critical points for a model shallow neural network. CoRR abs/2003.10576 (2020) - [i2]Yossi Arjevani, Michael Field:
Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry. CoRR abs/2008.01805 (2020)
2010 – 2019
- 2019
- [j3]Manuela A. D. Aguiar
, Ana Paula S. Dias
, Michael Field:
Feedforward Networks: Adaptation, Feedback, and Synchrony. J. Nonlinear Sci. 29(3): 1129-1164 (2019) - [i1]Yossi Arjevani, Michael Field:
Spurious Local Minima of Shallow ReLU Networks Conform with the Symmetry of the Target Model. CoRR abs/1912.11939 (2019) - 2011
- [j2]Manuela A. D. Aguiar
, Peter Ashwin
, Ana Paula S. Dias
, Michael Field:
Dynamics of Coupled Cell Networks: Synchrony, Heteroclinic Cycles and Inflation. J. Nonlinear Sci. 21(2): 271-323 (2011)
2000 – 2009
- 2009
- [b1]Michael Field, Martin Golubitsky:
Symmetry in Chaos - A Search for Pattern in Mathematics, Art, and Nature (2. ed.). SIAM 2009, ISBN 978-0-898716-72-6, pp. I-XIV, 1-199 - 2001
- [j1]Michael Field:
Designer chaos. Comput. Aided Des. 33(5): 349-365 (2001)
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