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. When Does Preconditioning Help or Hurt Generalization?. International Conference on Learning Representations (ICLR), 2021.


. Scalable Gradients for Stochastic Differential Equations. Short version accepted for spotlight presentation at 2nd Symposium on AABI. International Conference on Artificial Intelligence and Statistics (AISTATS), 2020.

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. Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond. Advances in Neural Information Processing Systems (NeurIPS), 2019.

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. The idemetric property: when most distances are (almost) the same. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2019.


. Isolating Sources of Disentanglement in Variational Autoencoders. Advances in Neural Information Processing Systems (NeurIPS), 2018.

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. Inference Suboptimality in Variational Autoencoders. International Conference on Machine Learning (ICML), 2018.