Publications

(2021). On the Regularity of Attention. arXiv, 2021.

arXiv press

(2020). Implicit Regularization via Neural Feature Alignment. AISTATS 2021.

Code Video arXiv

(2020). A Mathematical Theory of Attention. arXiv, 2020.

arXiv

(2019). On the Spectral Bias of Neural Networks. ICML 2019.

Code Slides arXiv

(2018). A Modern Take on the Bias-Variance Tradeoff in Neural Networks. arXiv, 2018.

arXiv

(2018). MINE: Mutual Information Neural Estimation. ICML 2018.

Video arXiv

(2018). A3T: Adversarially Augmented Adversarial Training. NIPS 2017, Machine Deception Workshop.

arXiv

(2017). Exploring Machine Learning for Particle Physics. Technical report, 2017.

PDF Code

(2015). A 2-categorical state sum model. Journal of Mathematical Physics, 2015.

arXiv

(2014). Weighting bubbles in group field theory. Physical Review D, 2014.

arXiv

(2014). Melonic phase transition in group field theory. Letters in Mathematical Physics, 2014.

Video arXiv

(2012). The Holst Spin Foam Model via Cubulations. New Journal of Physics, 2012.

arXiv

(2012). Ten questions on group field theory (and their tentative answers). Journal of Physics: Conference Series , 2012.

arXiv

(2012). Infinite-Dimensional Representations of 2-Groups. Memoirs of the AMS, 2012.

arXiv

(2012). Group field theory and simplicial gravity path integrals: A model for Holst-Plebanski gravity. Physical Review D, 2012.

arXiv

(2011). Quantum simplicial geometry in the group field theory formalism: reconsidering the Barrett-Crane model. New Journal of Physics, 2011.

arXiv

(2011). Non-commutative flux representation for loop quantum gravity. Classical Quantum Gravity, 2011.

arXiv

(2011). Diffeomorphisms in group field theories.. Physical Review D, 2011..

arXiv

(2010). Group field theory with non-commutative metric variables. Physical Review Letter, 2010.

arXiv

(2009). 2-group representations for spin foams. XXV Max Born Symposium: “The Planck scale”, Wroclaw, Poland, 2009.

arXiv

(2007). Hidden quantum gravity in 4d Feynman diagrams: Emergence of spin foams. Classical and Quantum Gravity, 2007.

arXiv

(2007). Hidden quantum gravity in 3d Feynman diagrams. Classical and Quantum Gravity, 2007.

arXiv