LZ
Li Zhang
cs.LGcs.CRstat.MLcs.DScs.AIcs.CLcs.SEmath.STstat.TH
On Valency
published · living versionsW_jwub4t5w·v1 · currentpublished
Deep Learning with Differential Privacy
with Martín Abadi, Andy Chu, Ian Goodfellow, H. Brendan McMahan +2
1 version
Preprints & journals
13 papers in the corpus · 2012–2025GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning2505.12493v3 · Longxi Gao, Li Zhang, Pengzhi Gao et al.2025 · 0 citationsarXiv
Challenges of Using Pre-trained Models: the Practitioners' Perspective2404.14710v2 · Xin Tan, Taichuan Li, Ruohe Chen et al.2024 · 6 citationsarXiv
Private Learning with Public Features2310.15454v1 · Walid Krichene, Nicolas Mayoraz, Steffen Rendle et al.2023 · 0 citationsarXiv
Accurate and Structured Pruning for Efficient Automatic Speech Recognition2305.19549v1 · Huiqiang Jiang, Li Lyna Zhang, Yuang Li et al.2023 · 12 citationsarXiv
Multi-Task Differential Privacy Under Distribution Skew2302.07975v1 · Walid Krichene, Prateek Jain, Shuang Song et al.2023 · 0 citationsarXiv
Oneshot Differentially Private Top-k Selection2105.08233v2 · Gang Qiao, Weijie J. Su, Li Zhang2021 · 1 citationarXiv
A Systematic Literature Review on Federated Learning: From A Model Quality Perspective2012.01973v1 · Yi Liu, Li Zhang, Ning Ge et al.2020 · 24 citationsarXiv
R\'enyi Differential Privacy of the Sampled Gaussian Mechanism1908.10530v1 · Ilya Mironov, Kunal Talwar, Li Zhang2019 · 83 citationsarXiv
Deep Learning with Differential Privacy1607.00133v2 · Mart'in Abadi, Andy Chu, Ian Goodfellow et al.2016 · 6,377 citationsProceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security (ACM CCS), pp. 308-318, 2016on Valency
Learning Differentially Private Recurrent Language Models1710.06963v3 · H. Brendan McMahan, Daniel Ramage, Kunal Talwar et al.2017 · 766 citationsarXiv
Private Empirical Risk Minimization Beyond the Worst Case: The Effect of the Constraint Set Geometry1411.5417v3 · Kunal Talwar, Abhradeep Thakurta, Li Zhang2014 · 31 citationsarXiv
Private False Discovery Rate Control1511.03803v1 · Cynthia Dwork, Weijie Su, Li Zhang2015 · 20 citationsarXiv
The Geometry of Differential Privacy: the Sparse and Approximate Cases1212.0297v1 · Aleksandar Nikolov, Kunal Talwar, Li Zhang2012 · 154 citationsarXiv
Career total: 40 works. 13 are in this corpus.
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