| 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 | 1274* | 2018 |
| 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 | 546 | 2018 |
| Group field theory with noncommutative metric variables A Baratin, D Oriti Physical Review Letters 105 (22), 221302, 2010 | 148 | 2010 |
| 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 | 145 | 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 | 137 | 2018 |
| Diffeomorphisms in group field theories A Baratin, F Girelli, D Oriti Physical Review D 83 (10), 104051, 2011 | 105 | 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 | 98 | 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 | 80 | 2011 |
| Ten questions on Group Field Theory (and their tentative answers) A Baratin, D Oriti Journal of Physics: Conference Series 360 (1), 012002, 2012 | 66 | 2012 |
| Infinite-dimensional representations of 2-groups JC Baez, A Baratin, L Freidel, DK Wise Memoirs of the American Mathematical Society 219 (No.1032), 2012 | 56 | 2012 |
| Hidden quantum gravity in 4d Feynman diagrams: emergence of spin foams A Baratin, L Freidel Classical and quantum gravity 24 (8), 2027, 2007 | 40 | 2007 |
| Melonic phase transition in group field theory A Baratin, S Carrozza, D Oriti, J Ryan, M Smerlak Letters in Mathematical Physics 104, 1003-1017, 2014 | 39 | 2014 |
| The Holst spin foam model via cubulations A Baratin, C Flori, T Thiemann New Journal of Physics 14 (10), 103054, 2012 | 38 | 2012 |
| Hidden quantum gravity in 3d Feynman diagrams A Baratin, L Freidel Classical and Quantum Gravity 24 (8), 1993, 2007 | 32 | 2007 |
| Implicit Regularization via Neural Feature Alignment A Baratin, T George, C Laurent, RD Hjelm, G Lajoie, P Vincent, ... AISTATS 2021 - arXiv preprint arXiv:2008.00938, 2020 | 26* | 2020 |
| A 2-categorical state sum model A Baratin, L Freidel Journal of Mathematical Physics 56 (1), 011705, 2015 | 19 | 2015 |
| 2‐Group Representations for Spin Foams A Baratin, DK Wise AIP Conference Proceedings 1196 (1), 28-35, 2009 | 13 | 2009 |
| A3T: Adversarially Augmented Adversarial Training A Erraqabi*, A Baratin*, Y Bengio, S Lacoste-Julien Machine Deception Workshop, NIPS 2017, 2018 | 10 | 2018 |
| A mathematical theory of attention J Vuckovic, A Baratin, RT Combes arXiv preprint arXiv:2007.02876, 2020 | 4 | 2020 |
| Weighting bubbles in group field theory A Baratin, L Freidel, R Gurau Physical Review D 90 (2), 024069, 2014 | 4 | 2014 |
Aaron CourvilleAssociate Professor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca
