Wenda Zhou
Wenda Zhou
Verified email at columbia.edu - Homepage
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Non-vacuous generalization bounds at the imagenet scale: a PAC-Bayesian compression approach
W Zhou, V Veitch, M Austern, RP Adams, P Orbanz
arXiv preprint arXiv:1804.05862, 2018
Approximate leave-one-out for fast parameter tuning in high dimensions
S Wang, W Zhou, H Lu, A Maleki, V Mirrokni
arXiv preprint arXiv:1807.02694, 2018
Discrete object generation with reversible inductive construction
A Seff, W Zhou, F Damani, A Doyle, RP Adams
Advances in Neural Information Processing Systems, 10353-10363, 2019
Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems
S Wang, W Zhou, A Maleki, H Lu, V Mirrokni
arXiv preprint arXiv:1810.02716, 2018
Analysis of genotype by methylation interactions through sparsity-inducing regularized regression
W Zhou, SH Lo
BMC proceedings 12 (9), 40, 2018
Empirical risk minimization and stochastic gradient descent for relational data
V Veitch, M Austern, W Zhou, DM Blei, P Orbanz
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Asymptotics of Cross-Validation
M Austern, W Zhou
arXiv preprint arXiv:2001.11111, 2020
Towards theoretically-founded learning-based denoising
W Zhou, S Jalali
2019 IEEE International Symposium on Information Theory (ISIT), 2714-2718, 2019
Denoising of structured random processes
W Zhou, S Jalali
arXiv preprint arXiv:1901.05937, 2019
SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design
A Seff, Y Ovadia, W Zhou, RP Adams
arXiv preprint arXiv:2007.08506, 2020
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions
KR Rad, W Zhou, A Maleki
arXiv preprint arXiv:2003.01770, 2020
The challenge of detecting genotype-by-methylation interaction: GAW20
M De Andrade, EW Daw, AT Kraja, V Fisher, L Wang, K Hu, J Li, ...
BMC genetics 19 (1), 81, 2018
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