Sotabase

Career

· Principal Platform Engineer, CHG Healthcare2025–
· Senior Platform Engineer, CHG Healthcare2024–
· PhD Student, UC Berkeley2022–

Publications (288)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv.org · 2022
2,201
cited
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts
International Conference on Machine Learning · 2019
1,099
cited
Deep Voice: Real-time Neural Text-to-Speech
International Conference on Machine Learning · 2017
645
cited
Fitted Numerical Methods for Singular Perturbation Problems: Error Estimates in the Maximum Norm for Linear Problems in One and Two Dimensions
1996
626
cited
Retiring Adult: New Datasets for Fair Machine Learning
Neural Information Processing Systems · 2021
553
cited
Traversing Knowledge Graphs in Vector Space
Conference on Empirical Methods in Natural Language Processing · 2015
366
cited
Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
International Conference on Machine Learning · 2021
314
cited
Monitoring mosquito net coverage for malaria control in Africa: possession vs. use by children under 5 years
Tropical medicine & international health · 2003
201
cited
Correspondence: Reply to ‘The experimental requirements for a photon thermal diode’
Nature Communications · 2017
195
cited
The Social Cost of Strategic Classification
FAT · 2018
195
cited
On the Location of Zeros of Certain Classes of Polynomials with Applications to Numerical Analysis
1971
192
cited
A Meta-Analysis of Overfitting in Machine Learning
Neural Information Processing Systems · 2019
180
cited
The Effect of Natural Distribution Shift on Question Answering Models
International Conference on Machine Learning · 2020
154
cited
Stable Recurrent Models
International Conference on Learning Representations · 2018
129
cited
FITTED MESH METHODS FOR PROBLEMS WITH PARABOLIC BOUNDARY LAYERS
1998
128
cited
Outside the Echo Chamber: Optimizing the Performative Risk
International Conference on Machine Learning · 2021
121
cited
Strategic Classification is Causal Modeling in Disguise
International Conference on Machine Learning · 2019
120
cited
Singularly perturbed convection-diffusion problems with boundary and weak interior layers
2004
118
cited
Human exposure to anopheline mosquitoes occurs primarily indoors, even for users of insecticide-treated nets in Luangwa Valley, South-east Zambia
Parasites & Vectors · 2012
113
cited
Geographical patterns and predictors of malaria risk in Zambia: Bayesian geostatistical modelling of the 2006 Zambia national malaria indicator survey (ZMIS)
Malaria Journal · 2010
105
cited
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