Steve Chien

According to our database, Steve Chien authored at least 19 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy.

Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Guha Thakurta

J. Artif. Intell. Res., 2023

2022

Toward Training at ImageNet Scale with Differential Privacy.

Alexey Kurakin, Steve Chien, Shuang Song, Roxana Geambasu, Andreas Terzis, Abhradeep Thakurta

CoRR, 2022

Membership Inference Attacks From First Principles.

Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

EANA: Reducing Privacy Risk on Large-scale Recommendation Models.

Lin Ning, Steve Chien, Shuang Song, Mei Chen, Yunqi Xue, Devora Berlowitz

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Detecting Unintended Memorization in Language-Model-Fused ASR.

W. Ronny Huang, Steve Chien, Om Dipakbhai Thakkar, Rajiv Mathews

Proceedings of the Interspeech 2022, 2022

2021

Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates.

Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

Tempered Sigmoid Activations for Deep Learning with Differential Privacy.

Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2011

Convergence to approximate Nash equilibria in congestion games.

Steve Chien, Alistair Sinclair

Games Econ. Behav., 2011

Almost settling the hardness of noncommutative determinant.

Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan

Proceedings of the 43rd ACM Symposium on Theory of Computing, 2011

2010

Space-Efficient Estimation of Robust Statistics and Distribution Testing.

Steve Chien, Katrina Ligett, Andrew McGregor

Proceedings of the Innovations in Computer Science, 2010

2009

Strong and Pareto Price of Anarchy in Congestion Games.

Steve Chien, Alistair Sinclair

Proceedings of the Automata, Languages and Programming, 36th International Colloquium, 2009

2007

Algebras with Polynomial Identities and Computing the Determinant.

Steve Chien, Alistair Sinclair

SIAM J. Comput., 2007

2006

On Clusters in Markov Chains.

Nir Ailon, Steve Chien, Cynthia Dwork

Proceedings of the LATIN 2006: Theoretical Informatics, 2006

2005

Semantic similarity between search engine queries using temporal correlation.

Steve Chien, Nicole Immorlica

Proceedings of the 14th international conference on World Wide Web, 2005

A First Look at Peer-to-Peer Worms: Threats and Defenses.

Lidong Zhou, Lintao Zhang, Frank McSherry, Nicole Immorlica, Manuel Costa, Steve Chien

Proceedings of the Peer-to-Peer Systems IV, 4th International Workshop, 2005

2004

A determinant-based algorithm for counting perfect matchings in a general graph.

Steve Chien

Proceedings of the Fifteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2004

2003

Clifford algebras and approximating the permanent.

Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair

J. Comput. Syst. Sci., 2003

Link Evolution: Analysis and Algorithms.

Steve Chien, Cynthia Dwork, Ravi Kumar, Daniel R. Simon, D. Sivakumar

Internet Math., 2003

2000

Approximating Aggregate Queries about Web Pages via Random Walks.

Ziv Bar-Yossef, Alexander C. Berg, Steve Chien, Jittat Fakcharoenphol, Dror Weitz

Proceedings of the VLDB 2000, 2000