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Growing Cosine Unit: A Novel Oscillatory Activation Function That Can Speedup Training and Reduce Parameters in Convolutional Neural Networks

Sep 04, 2021
Mathew Mithra Noel, Arunkumar L, Advait Trivedi, Praneet Dutta

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Game Plan: What AI can do for Football, and What Football can do for AI

Nov 18, 2020
Karl Tuyls, Shayegan Omidshafiei, Paul Muller, Zhe Wang, Jerome Connor, Daniel Hennes, Ian Graham, William Spearman, Tim Waskett, Dafydd Steele, Pauline Luc, Adria Recasens, Alexandre Galashov, Gregory Thornton, Romuald Elie, Pablo Sprechmann, Pol Moreno, Kris Cao, Marta Garnelo, Praneet Dutta, Michal Valko, Nicolas Heess, Alex Bridgland, Julien Perolat, Bart De Vylder, Ali Eslami, Mark Rowland, Andrew Jaegle, Remi Munos, Trevor Back, Razia Ahamed, Simon Bouton, Nathalie Beauguerlange, Jackson Broshear, Thore Graepel, Demis Hassabis

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3D Conditional Generative Adversarial Networks to enable large-scale seismic image enhancement

Nov 16, 2019
Praneet Dutta, Bruce Power, Adam Halpert, Carlos Ezequiel, Aravind Subramanian, Chanchal Chatterjee, Sindhu Hari, Kenton Prindle, Vishal Vaddina, Andrew Leach, Raj Domala, Laura Bandura, Massimo Mascaro

* To be Presented at the NeurIPS 2019, Second Workshop on Machine Learning and the Physicial Sciences, Vancouver, Canada 

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AutoML for Contextual Bandits

Sep 07, 2019
Praneet Dutta, Man Kit, Cheuk, Jonathan S Kim, Massimo Mascaro

* To be presented at the REVEAL Workshop at the ACM RecSys Conference Copenhagen'19 

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