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Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models.

X. Gao, H. Nguyen, and L. Zhu. CoRR, (2023)

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Yiping Zhu

Yongming Zhu

Junjiang Zhu

Zhu Dai

Jiani Zhu

Other publications of authors with the same name

Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise.U. Simsekli, L. Zhu, Y. Teh, and M. Gürbüzbalaban. ICML, volume 119 of Proceedings of Machine Learning Research, page 8970-8980. PMLR, (2020)Asymptotic normality of extensible grid sampling.Z. He, and L. Zhu. Stat. Comput., 29 (1): 53-65 (2019)Differential Privacy of Noisy (S)GD under Heavy-Tailed Perturbations.U. Simsekli, M. Gürbüzbalaban, S. Yildirim, and L. Zhu. CoRR, (2024)A New Approach to Sensitivity Analysis Based on Dirac Delta Family Methods.Z. Cui, K. Ding, Y. Liu, and L. Zhu. WSC, page 2547-2558. IEEE, (2024)Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares.A. Raj, M. Barsbey, M. Gürbüzbalaban, L. Zhu, and U. Simsekli. ALT, volume 201 of Proceedings of Machine Learning Research, page 1292-1342. PMLR, (2023)The Heavy-Tail Phenomenon in SGD.M. Gürbüzbalaban, U. Simsekli, and L. Zhu. ICML, volume 139 of Proceedings of Machine Learning Research, page 3964-3975. PMLR, (2021)Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions.A. Raj, L. Zhu, M. Gürbüzbalaban, and U. Simsekli. ICML, volume 202 of Proceedings of Machine Learning Research, page 28578-28597. PMLR, (2023)Operational Risk Management: A Stochastic Control Framework with Preventive and Corrective Controls.Y. Xu, L. Zhu, and M. Pinedo. Oper. Res., 68 (6): 1804-1825 (2020)Functional central limit theorems for stationary Hawkes processes and application to infinite-server queues.X. Gao, and L. Zhu. Queueing Syst. Theory Appl., 90 (1-2): 161-206 (2018)Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms.A. Camuto, G. Deligiannidis, M. Erdogdu, M. Gürbüzbalaban, U. Simsekli, and L. Zhu. NeurIPS, page 18774-18788. (2021)

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Disambiguation of "Zhu, Lingjiong"

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Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models.

Please choose a person to relate this publication to

Yiping Zhu

Yongming Zhu

Junjiang Zhu

Zhu Dai

Jiani Zhu

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zhu, Lingjiong"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models.

Please choose a person to relate this publication to

Yiping Zhu

Yongming Zhu

Junjiang Zhu

Zhu Dai

Jiani Zhu

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models.