Jeffrey Negrea
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Cited by
Year
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
J Negrea, M Haghifam, GK Dziugaite, A Khisti, DM Roy
Advances in Neural Information Processing Systems, 11015-11025, 2019
172019
Approximations of Geometrically Ergodic Markov Chains
J Negrea, JS Rosenthal
arXiv preprint arXiv:1702.07441, 2017
112017
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
M Haghifam, J Negrea, A Khisti, DM Roy, GK Dziugaite
arXiv preprint arXiv:2004.12983, 2020
42020
In Defense of Uniform Convergence: Generalization via derandomization with an application to interpolating predictors
J Negrea, GK Dziugaite, DM Roy
arXiv preprint arXiv:1912.04265, 2019
12019
Relaxing the IID Assumption: Adaptive Minimax Optimal Sequential Prediction with Expert Advice
B Bilodeau, J Negrea, DM Roy
arXiv preprint arXiv:2007.06552, 2020
2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
GK Dziugaite, M Haghifam, J Negrea, A Khisti, DM Roy
2019
Optimal Scaling and Shaping of Random Walk Metropolis via Diffusion Limits of Block-IID Targets
J Negrea
arXiv preprint arXiv:1902.06603, 2019
2019
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