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ORCIDSteve Chien
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- affiliation: Microsoft Research
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2020 – today
- 2024
[c17]Itai Zilberstein, Ananya Rao, Matthew Salis, Steve Chien:
Decentralized, Decomposition-Based Observation Scheduling for a Large-Scale Satellite Constellation. ICAPS 2024: 716-724- 2023
- [j5]Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Guha Thakurta:
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy. J. Artif. Intell. Res. 77: 1113-1201 (2023) - [i7]Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Thakurta:
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy. CoRR abs/2303.00654 (2023) - 2022
- [c16]W. Ronny Huang, Steve Chien, Om Dipakbhai Thakkar, Rajiv Mathews:
Detecting Unintended Memorization in Language-Model-Fused ASR. INTERSPEECH 2022: 2808-2812 - [c15]Lin Ning, Steve Chien, Shuang Song, Mei Chen, Yunqi Xue, Devora Berlowitz:
EANA: Reducing Privacy Risk on Large-scale Recommendation Models. RecSys 2022: 399-407 - [c14]Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr
:
Membership Inference Attacks From First Principles. SP 2022: 1897-1914 - [i6]Alexey Kurakin, Steve Chien, Shuang Song, Roxana Geambasu, Andreas Terzis, Abhradeep Thakurta:
Toward Training at ImageNet Scale with Differential Privacy. CoRR abs/2201.12328 (2022) - [i5]W. Ronny Huang, Steve Chien, Om Thakkar, Rajiv Mathews:
Detecting Unintended Memorization in Language-Model-Fused ASR. CoRR abs/2204.09606 (2022) - 2021
- [c13]Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson:
Tempered Sigmoid Activations for Deep Learning with Differential Privacy. AAAI 2021: 9312-9321 - [c12]Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang:
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates. ICML 2021: 1877-1887 - [i4]Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang:
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates. CoRR abs/2107.09802 (2021) - [i3]Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr:
Membership Inference Attacks From First Principles. CoRR abs/2112.03570 (2021) - 2020
- [i2]Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson:
Tempered Sigmoid Activations for Deep Learning with Differential Privacy. CoRR abs/2007.14191 (2020)
2010 – 2019
- 2011
- [j4]Steve Chien, Alistair Sinclair:
Convergence to approximate Nash equilibria in congestion games. Games Econ. Behav. 71(2): 315-327 (2011) - [c11]Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan:
Almost settling the hardness of noncommutative determinant. STOC 2011: 499-508 - [i1]Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan:
Almost Settling the Hardness of Noncommutative Determinant. CoRR abs/1101.1169 (2011) - 2010
- [c10]Steve Chien, Katrina Ligett, Andrew McGregor:
Space-Efficient Estimation of Robust Statistics and Distribution Testing. ICS 2010: 251-265
2000 – 2009
- 2009
- [c9]Steve Chien, Alistair Sinclair:
Strong and Pareto Price of Anarchy in Congestion Games. ICALP (1) 2009: 279-291 - 2007
- [j3]Steve Chien, Alistair Sinclair:
Algebras with Polynomial Identities and Computing the Determinant. SIAM J. Comput. 37(1): 252-266 (2007) - [c8]Steve Chien, Alistair Sinclair:
Convergence to approximate Nash equilibria in congestion games. SODA 2007: 169-178 - 2006
- [c7]Nir Ailon, Steve Chien, Cynthia Dwork:
On Clusters in Markov Chains. LATIN 2006: 43-55 - 2005
- [c6]Lidong Zhou, Lintao Zhang, Frank McSherry, Nicole Immorlica, Manuel Costa, Steve Chien:
A First Look at Peer-to-Peer Worms: Threats and Defenses. IPTPS 2005: 24-35 - [c5]Steve Chien, Nicole Immorlica:
Semantic similarity between search engine queries using temporal correlation. WWW 2005: 2-11 - 2004
- [c4]Steve Chien, Alistair Sinclair:
Algebras with Polynomial Identities and Computing the Determinant. FOCS 2004: 352-361 - [c3]Steve Chien:
A determinant-based algorithm for counting perfect matchings in a general graph. SODA 2004: 728-735 - 2003
- [j2]Steve Chien, Cynthia Dwork, Ravi Kumar, Daniel R. Simon, D. Sivakumar:
Link Evolution: Analysis and Algorithms. Internet Math. 1(3): 277-304 (2003) - [j1]Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair:
Clifford algebras and approximating the permanent. J. Comput. Syst. Sci. 67(2): 263-290 (2003) - 2002
- [c2]Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair:
Clifford algebras and approximating the permanent. STOC 2002: 222-231 - 2000
- [c1]Ziv Bar-Yossef, Alexander C. Berg, Steve Chien, Jittat Fakcharoenphol, Dror Weitz:
Approximating Aggregate Queries about Web Pages via Random Walks. VLDB 2000: 535-544
Coauthor Index
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