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ORCIDSteve Chien
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- affiliation: Microsoft Research
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2020 – today
- 2023
[i8]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
- [c26]Daniel Wang, Joseph A. Russino, Connor Basich, Steve Chien:
Analyzing the Efficacy of Flexible Execution, Replanning, and Plan Optimization for a Planetary Lander. ICAPS 2022: 518-526 - [c25]Emily Dunkel, Jason Swope, Zaid J. Towfic, Steve Chien, Damon Russell, Joseph Sauvageau, Douglas Sheldon, Juan Romero-Cañas, José Luis Espinosa-Aranda, Léonie Buckley, Elena Hervas-Martin, Mark Fernandez, Carrie Knox:
Benchmarking Deep Learning Inference of Remote Sensing Imagery on the Qualcomm Snapdragon And Intel Movidius Myriad X Processors Onboard the International Space Station. IGARSS 2022: 5301-5304 - [c24]Jason Swope, Faiz Mirza, Emily Dunkel, Zaid J. Towfic, Steve Chien, Damon Russell, Joe Sauvageau, Doug Sheldon, Mark Fernandez, Carrie Knox:
Benchmarking Remote Sensing Image Processing and Analysis on the Snapdragon Processor Onboard the International Space Station. IGARSS 2022: 5305-5308 - [c23]Ben Smith, Sujay Kumar, Louis Nguyen, Thad Chee, James Mason, Steve Chien, Chad Frost, Ruzbeh Akbar, Mahta Moghaddam, Augusto Getirana, Leigha Capra, Paul T. Grogan:
Demonstrating a New Flood Observing Strategy on the NOS Testbed. IGARSS 2022: 5309-5312 - [c22]Alberto Candela, Jason Swope, Steve Chien, Hui Su, Peyman Tavallali:
Dynamic Targeting for Improved Tracking of Storm Features. IGARSS 2022: 5313-5316 - [c21]Mehmet Ogut, Xavier Bosch-Lluis, Pekka Kangaslahti, Isaac Ramos-Pérez, Joan Francesc Muñoz-Martín
, Joelle Cooperrider, Qing Yue, Jason Swope, Peyman Tavallali, Steve Chien, Omkar Pradhan, William Deal, Caitlyn Cooke:
Autonomous Capabilities and Command and Data Handling Design for the Smart Remote Sensing of Cloud Ice. IGARSS 2022: 7119-7122 - [c20]W. Ronny Huang, Steve Chien, Om Dipakbhai Thakkar, Rajiv Mathews:
Detecting Unintended Memorization in Language-Model-Fused ASR. INTERSPEECH 2022: 2808-2812 - [c19]Connor Basich, Joseph A. Russino, Steve Chien, Shlomo Zilberstein:
A Sampling Based Approach to Robust Planning for a Planetary Lander. IROS 2022: 4106-4111 - [c18]Hyoshin Park, Justice Darko, Niharika Deshpande, Venktesh Pandey, Hui Su, Masahiro Ono, Dedrick Barkely, Larkin Folsom, Derek J. Posselt, Steve Chien:
Temporal Multimodal Multivariate Learning. KDD 2022: 3722-3732 - [c17]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 - [c16]Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr:
Membership Inference Attacks From First Principles. IEEE Symposium on Security and Privacy 2022: 1897-1914 - [i7]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) - [i6]W. Ronny Huang, Steve Chien, Om Thakkar, Rajiv Mathews:
Detecting Unintended Memorization in Language-Model-Fused ASR. CoRR abs/2204.09606 (2022) - [i5]Hyoshin Park, Justice Darko, Niharika Deshpande, Venktesh Pandey, Hui Su, Masahiro Ono, Dedrick Barkely, Larkin Folsom, Derek J. Posselt, Steve Chien:
Temporal Multimodal Multivariate Learning. CoRR abs/2206.06878 (2022) - 2021
- [c15]Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson:
Tempered Sigmoid Activations for Deep Learning with Differential Privacy. AAAI 2021: 9312-9321 - [c14]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
- [c13]Andrew Branch, James McMahon, Guangyu Xu, Michael V. Jakuba, Christopher R. German, Steve Chien, James C. Kinsey, Andrew D. Bowen, Kevin P. Hand, Jeffrey S. Seewald:
Demonstration of Autonomous Nested Search for Local Maxima Using an Unmanned Underwater Vehicle. ICRA 2020: 1888-1895 - [c12]Steve Chien, James Boerkoel, James Mason, Daniel Wang, Ashley Davies, Joel Mueting, Vivek Vittaldev, Vishwa Shah, Ignacio Zuleta:
Leveraging Space and Ground Assets in A Sensorweb for Scientific Monitoring: Early Results and Opportunities for the Future. IGARSS 2020: 3833-3836 - [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
- 2019
- [j7]Andrew Branch, Mar M. Flexas, Brian Claus, Andrew F. Thompson, Yanwu Zhang, Evan B. Clark, Steve Chien, David M. Fratantoni, James C. Kinsey, Brett Hobson, Brian Kieft, Francisco P. Chavez:
Front delineation and tracking with multiple underwater vehicles. J. Field Robotics 36(3): 568-586 (2019) - 2017
- [j6]Steve Chien:
Review on space robotics: Toward top-level science through space exploration. Sci. Robotics 2(7) (2017) - 2011
- [j5]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
- [j4]Wen-Zhan Song, Behrooz A. Shirazi, Renjie Huang, Mingsen Xu, Nina M. Peterson, Richard LaHusen, John Pallister, Daniel Dzurisin, Seth Moran, Mike Lisowski, Sharon Kedar, Steve Chien, Frank Webb, Aaron B. Kiely, Joshua Doubleday, Ashley Davies, David Pieri:
Optimized Autonomous Space In-Situ Sensor Web for Volcano Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 3(4-1): 541-546 (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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last updated on 2023-04-12 23:58 CEST by the dblp team
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