Steve Chien

31 papers A* 10A 3B 1C 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 C conf
Improving Streaming ASR via Differentially Private Fusion of Data from Multiple Sources.
ASRU
Virat Shejwalkar, Om Thakkar, Steve Chien, Nicole Rafidi, Arun Narayanan
2024 — conf
Training Large ASR Encoders With Differential Privacy.
SLT
Geeticka Chauhan, Steve Chien, Om Thakkar, Abhradeep Thakurta, Arun Narayanan
2024 J jnl
Training Large ASR Encoders with Differential Privacy.
CoRR
Geeticka Chauhan, Steve Chien, Om Thakkar, Abhradeep Thakurta, Arun Narayanan
2023 J jnl
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy.
CoRR
Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Thakurta
2023 J jnl
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy.
J. Artif. Intell. Res.
Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Guha Thakurta
2022 A conf
Detecting Unintended Memorization in Language-Model-Fused ASR.
INTERSPEECH
W. Ronny Huang, Steve Chien, Om Dipakbhai Thakkar, Rajiv Mathews
2022 J jnl
Detecting Unintended Memorization in Language-Model-Fused ASR.
CoRR
W. Ronny Huang, Steve Chien, Om Thakkar, Rajiv Mathews
2022 A conf
EANA: Reducing Privacy Risk on Large-scale Recommendation Models.
RecSys
Lin Ning, Steve Chien, Shuang Song, Mei Chen, Yunqi Xue, Devora Berlowitz
2022 A* conf
Membership Inference Attacks From First Principles.
SP
Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr
2022 J jnl
Toward Training at ImageNet Scale with Differential Privacy.
CoRR
Alexey Kurakin, Steve Chien, Shuang Song, Roxana Geambasu, Andreas Terzis, Abhradeep Thakurta
2021 J jnl
Membership Inference Attacks From First Principles.
CoRR
Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr
2021 A* conf
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates.
ICML
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
2021 J jnl
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates.
CoRR
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
2021 A* conf
Tempered Sigmoid Activations for Deep Learning with Differential Privacy.
AAAI
Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson
2020 J jnl
Tempered Sigmoid Activations for Deep Learning with Differential Privacy.
CoRR
Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson
2011 J jnl
Almost Settling the Hardness of Noncommutative Determinant
CoRR
Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan
2011 A* conf
Almost settling the hardness of noncommutative determinant.
STOC
Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan
2011 J jnl
Convergence to approximate Nash equilibria in congestion games.
Games Econ. Behav.
Steve Chien, Alistair Sinclair
2010 A conf
Space-Efficient Estimation of Robust Statistics and Distribution Testing.
ICS
Steve Chien, Katrina Ligett, Andrew McGregor
2009 — conf
Strong and Pareto Price of Anarchy in Congestion Games.
ICALP (1)
Steve Chien, Alistair Sinclair
2007 J jnl
Algebras with Polynomial Identities and Computing the Determinant.
SIAM J. Comput.
Steve Chien, Alistair Sinclair
2007 A* conf
Convergence to approximate Nash equilibria in congestion games.
SODA
Steve Chien, Alistair Sinclair
2006 B conf
On Clusters in Markov Chains.
LATIN
Nir Ailon, Steve Chien, Cynthia Dwork
2005 — conf
A First Look at Peer-to-Peer Worms: Threats and Defenses.
IPTPS
Lidong Zhou, Lintao Zhang, Frank McSherry, Nicole Immorlica, Manuel Costa, Steve Chien
2005 A* conf
Semantic similarity between search engine queries using temporal correlation.
WWW
Steve Chien, Nicole Immorlica
2004 A* conf
A determinant-based algorithm for counting perfect matchings in a general graph.
SODA
Steve Chien
2004 A* conf
Algebras with Polynomial Identities and Computing the Determinant.
FOCS
Steve Chien, Alistair Sinclair
2003 J jnl
Clifford algebras and approximating the permanent.
J. Comput. Syst. Sci.
Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair
2003 J jnl
Link Evolution: Analysis and Algorithms.
Internet Math.
Steve Chien, Cynthia Dwork, Ravi Kumar, Daniel R. Simon, D. Sivakumar
2002 A* conf
Clifford algebras and approximating the permanent.
STOC
Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair
2000 A* conf
Approximating Aggregate Queries about Web Pages via Random Walks.
VLDB
Ziv Bar-Yossef, Alexander C. Berg, Steve Chien, Jittat Fakcharoenphol, Dror Weitz