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Semi-Supervised Class Discovery

Feb 22, 2020
Jeremy Nixon, Jeremiah Liu, David Berthelot

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Resolving Spurious Correlations in Causal Models of Environments via Interventions

Feb 12, 2020
Sergei Volodin, Nevan Wichers, Jeremy Nixon

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Analyzing the Role of Model Uncertainty for Electronic Health Records

Jun 10, 2019
Michael W. Dusenberry, Dustin Tran, Edward Choi, Jonas Kemp, Jeremy Nixon, Ghassen Jerfel, Katherine Heller, Andrew M. Dai

* Presented at the ICML 2019 Workshop on Uncertainty & Robustness in Deep Learning. Code to be open-sourced 

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Measuring Calibration in Deep Learning

Apr 02, 2019
Jeremy Nixon, Mike Dusenberry, Linchuan Zhang, Ghassen Jerfel, Dustin Tran

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Learned optimizers that outperform SGD on wall-clock and test loss

Oct 26, 2018
Luke Metz, Niru Maheswaranathan, Jeremy Nixon, C. Daniel Freeman, Jascha Sohl-Dickstein

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