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Jeffrey Negrea
ServiceNow Research
Jeffrey Negrea
Publications
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy-Gradient Iterative Algorithms
.
Mahdi Haghifam
,
Jeffrey Negrea
,
Ashish Khisti
,
Daniel M. Roy
,
Gintare Karolina Dziugaite
. At
Conference on Neural Information Processing Systems (NeurIPS), 2020.
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In Defense of Uniform Convergence: Generalization via derandomization with an application to interpolating predictors
.
Jeffrey Negrea
,
Gintare Karolina Dziugaite
,
Daniel M. Roy
. At
International Conference on Machine Learning (ICML), 2020.
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Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
.
Jeffrey Negrea
,
Mahdi Haghifam
,
Gintare Karolina Dziugaite
,
Ashish Khisti
,
Daniel M. Roy
. At
Conference on Neural Information Processing Systems (NeurIPS), 2019.
PDF
Cite
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
.
Jeffrey Negrea
,
Mahdi Haghifam
,
Gintare Karolina Dziugaite
,
Ashish Khisti
,
Daniel M. Roy
. At
Workshop at the International Conference on Machine Learning (ICML), 2019.
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