Jesse Bettencourt
Jesse Bettencourt
University of Toronto
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Year
Neural ordinary differential equations
RTQ Chen, Y Rubanova, J Bettencourt, DK Duvenaud
Advances in neural information processing systems, 6571-6583, 2018
7402018
Ffjord: Free-form continuous dynamics for scalable reversible generative models
W Grathwohl, RTQ Chen, J Bettencourt, I Sutskever, D Duvenaud
arXiv preprint arXiv:1810.01367, 2018
2122018
Diffeqflux. jl-A julia library for neural differential equations
C Rackauckas, M Innes, Y Ma, J Bettencourt, L White, V Dixit
arXiv preprint arXiv:1902.02376, 2019
282019
Scalable reversible generative models with free-form continuous dynamics
W Grathwohl, RTQ Chen, J Bettencourt, D Duvenaud
International Conference on Learning Representations, 2019
222019
Learning differential equations that are easy to solve
J Kelly, J Bettencourt, MJ Johnson, D Duvenaud
arXiv preprint arXiv:2007.04504, 2020
32020
Taylor-Mode Automatic Differentiation for Higher-Order Derivatives in JAX
J Bettencourt, MJ Johnson, D Duvenaud
22019
Joint Importance Sampling for Variational Inference
J Klys, J Bettencourt, D Duvenaud
12018
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