Aristide Baratin
Aristide Baratin
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MINE: Mutual Information Neural Estimation
MI Belghazi, A Baratin, S Rajeswar, S Ozair, Y Bengio, A Courville, ...
ICML 2018 - Proceedings of the 35th International Conference on Machine Learning, 2018
Group field theory with noncommutative metric variables
A Baratin, D Oriti
Physical review letters 105 (22), 221302, 2010
On the Spectral Bias of Neural Networks
N Rahaman*, A Baratin*, D Arpit, F Draxler, M Lin, FA Hamprecht, ...
ICML 2019 - Proceedings of the 36th International Conference on Machine Learning, 2018
Group field theory and simplicial gravity path integrals: A model for Holst-Plebanski gravity
A Baratin, D Oriti
Physical Review D 85 (4), 044003, 2012
Diffeomorphisms in group field theories
A Baratin, F Girelli, D Oriti
Physical Review D 83 (10), 104051, 2011
Non-commutative flux representation for loop quantum gravity
A Baratin, B Dittrich, D Oriti, J Tambornino
Classical and quantum gravity 28 (17), 175011, 2011
Quantum simplicial geometry in the group field theory formalism: reconsidering the Barrett–Crane model
A Baratin, D Oriti
New Journal of Physics 13 (12), 125011, 2011
Ten questions on Group Field Theory (and their tentative answers)
A Baratin, D Oriti
Journal of Physics: Conference Series 360 (1), 012002, 2012
A modern take on the bias-variance tradeoff in neural networks
B Neal, S Mittal, A Baratin, V Tantia, M Scicluna, S Lacoste-Julien, ...
arXiv preprint arXiv:1810.08591, 2018
Infinite-dimensional representations of 2-groups
JC Baez, A Baratin, L Freidel, DK Wise
Memoirs of the American Mathematical Society 219 (No.1032), 2012
Hidden quantum gravity in 4d Feynman diagrams: emergence of spin foams
A Baratin, L Freidel
Classical and quantum gravity 24 (8), 2027, 2007
The Holst spin foam model via cubulations
A Baratin, C Flori, T Thiemann
New Journal of Physics 14 (10), 103054, 2012
Melonic phase transition in group field theory
A Baratin, S Carrozza, D Oriti, J Ryan, M Smerlak
Letters in Mathematical Physics 104 (8), 1003-1017, 2014
Hidden quantum gravity in 3d Feynman diagrams
A Baratin, L Freidel
Classical and Quantum Gravity 24 (8), 1993, 2007
2‐Group Representations for Spin Foams
A Baratin, DK Wise
AIP Conference Proceedings 1196 (1), 28-35, 2009
A 2-categorical state sum model
A Baratin, L Freidel
Journal of Mathematical Physics 56 (1), 011705, 2015
A3T: Adversarially Augmented Adversarial Training
A Erraqabi*, A Baratin*, Y Bengio, S Lacoste-Julien
Machine Deception Workshop, NIPS 2017, 2017
Weighting bubbles in group field theory
A Baratin, L Freidel, R Gurau
Physical Review D 90 (2), 024069, 2014
Implicit Regularization in Deep Learning: A View from Function Space
A Baratin, T George, C Laurent, RD Hjelm, G Lajoie, P Vincent, ...
AISTATS 2021 (to appear) - arXiv preprint arXiv:2008.00938, 2020
On the Regularity of Attention
J Vuckovic, A Baratin, RT Combes
arXiv preprint arXiv:2102.05628, 2021
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