Prati
Yuchen Wu
Yuchen Wu
University of Pennsylvania
Potvrđena adresa e-pošte na wharton.upenn.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
The estimation error of general first order methods
M Celentano, A Montanari, Y Wu
Conference on Learning Theory, 1078-1141, 2020
712020
Posterior sampling from the spiked models via diffusion processes
A Montanari, Y Wu
arXiv e-prints, arXiv: 2304.11449, 2023
352023
Deep networks as denoising algorithms: Sample-efficient learning of diffusion models in high-dimensional graphical models
S Mei, Y Wu
IEEE Transactions on Information Theory, 2025
292025
Theoretical insights for diffusion guidance: A case study for gaussian mixture models
Y Wu, M Chen, Z Li, M Wang, Y Wei
arXiv preprint arXiv:2403.01639, 2024
272024
Statistically optimal firstorder algorithms: a proof via orthogonalization
A Montanari, Y Wu
Information and Inference: A Journal of the IMA 13 (4), iaae027, 2024
222024
Adversarial examples in random neural networks with general activations
A Montanari, Y Wu
Mathematical Statistics and Learning 6 (1), 143-200, 2023
142023
Fundamental limits of low-rank matrix estimation with diverging aspect ratios
A Montanari, Y Wu
The Annals of Statistics 52 (4), 1460-1484, 2024
132024
Stochastic runge-kutta methods: Provable acceleration of diffusion models
Y Wu, Y Chen, Y Wei
arXiv preprint arXiv:2410.04760, 2024
122024
Lower bounds for the convergence of tensor power iteration on random overcomplete models
Y Wu, K Zhou
The Thirty Sixth Annual Conference on Learning Theory, 3783-3820, 2023
72023
Streaming belief propagation for community detection
Y Wu, J Tardos, MH Bateni, A Linhares, FM Goncalves de Almeida, ...
Advances in Neural Information Processing Systems 34, 26976-26988, 2021
52021
Provably efficient posterior sampling for sparse linear regression via measure decomposition
A Montanari, Y Wu
arXiv preprint arXiv:2406.19550, 2024
42024
Failures and successes of cross-validation for early-stopped gradient descent
P Patil, Y Wu, R Tibshirani
International Conference on Artificial Intelligence and Statistics, 2260-2268, 2024
32024
Sharp analysis of power iteration for tensor PCA
Y Wu, K Zhou
Journal of Machine Learning Research 25 (195), 1-42, 2024
32024
Integrating water quality data with a Bayesian network model to improve spatial and temporal phosphorus attribution: Application to the Maumee River Basin
Z Wei, S Alam, M Verma, M Hilderbran, Y Wu, B Anderson, DE Ho, ...
Journal of Environmental Management 360, 121120, 2024
2024
Statistical and Computational Problems in Low-Rank Matrix Estimation
Y Wu
Stanford University, 2023
2023
Attributing Sources of Surface Water Pollutants in the Maumee River Basin Using Network Modeling
Z Wei, M Verma, Y Wu, S Alam, B Anderson, D Ho, J Suckale
AGU Fall Meeting Abstracts 2021, H14A-05, 2021
2021
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