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Benoit Dherin
Benoit Dherin
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Title
Cited by
Cited by
Year
On the origin of implicit regularization in stochastic gradient descent
SL Smith, B Dherin, DGT Barrett, S De
arXiv preprint arXiv:2101.12176, 2021
1912021
Implicit gradient regularization
DGT Barrett, B Dherin
arXiv preprint arXiv:2009.11162, 2020
1382020
Formal symplectic groupoid
AS Cattaneo, B Dherin, G Felder
Communications in Mathematical Physics 253, 645-674, 2005
392005
Deformation quantization of Leibniz algebras
B Dherin, F Wagemann
Advances in Mathematics 270, 21-48, 2015
332015
Symplectic microgeometry I: micromorphisms
AS Cattaneo, B Dherin, A Weinstein
322010
Tensor products of representations up to homotopy
CA Abad, M Crainic, B Dherin
arXiv preprint arXiv:1009.5852, 2010
262010
Why neural networks find simple solutions: The many regularizers of geometric complexity
B Dherin, M Munn, M Rosca, D Barrett
Advances in Neural Information Processing Systems 35, 2333-2349, 2022
222022
Symplectic microgeometry II: generating functions
AS Cattaneo, B Dherin, A Weinstein
Bulletin of the Brazilian Mathematical Society, New Series 42, 507-536, 2011
222011
Integration of Lie algebroid comorphisms
AS Cattaneo, B Dherin, A Weinstein
Portugaliae Mathematica 70 (2), 113-144, 2013
202013
Symplectic microgeometry III: monoids
AS Cattaneo, B Dherin, A Weinstein
192013
Discretization drift in two-player games
MC Rosca, Y Wu, B Dherin, D Barrett
International Conference on Machine Learning, 9064-9074, 2021
132021
The universal generating function of analytical Poisson structures
B Dherin
Letters in Mathematical Physics 75 (2), 129-149, 2006
122006
Symplectic microgeometry, IV: Quantization
AS Cattaneo, B Dherin, A Weinstein
Pacific Journal of Mathematics 312 (2), 355-399, 2021
102021
The geometric occam's razor implicit in deep learning
B Dherin, M Munn, DGT Barrett
arXiv preprint arXiv:2111.15090, 2021
72021
Formal Lagrangian Operad
AS Cattaneo, B Dherin, G Felder
International Journal of Mathematics and Mathematical Sciences 2010 (1), 643605, 2010
62010
Star products and symlectic groupoids
BUR Dhérin
ETH Zurich, 2004
62004
On a continuous time model of gradient descent dynamics and instability in deep learning
M Rosca, Y Wu, C Qin, B Dherin
arXiv preprint arXiv:2302.01952, 2023
52023
Morse Neural Networks for Uncertainty Quantification
B Dherin, H Hu, J Ren, MW Dusenberry, B Lakshminarayanan
arXiv preprint arXiv:2307.00667, 2023
32023
Formal symplectic realizations
A Cabrera, B Dherin
International Mathematics Research Notices 2016 (7), 1925-1950, 2016
32016
Artificial intelligence and machine learning in aneurysmal subarachnoid hemorrhage: Future promises, perils, and practicalities
S Salman, Q Gu, R Sharma, Y Wei, B Dherin, S Reddy, R Tawk, ...
Journal of the Neurological Sciences, 120832, 2023
22023
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