Bryant Chen  Bryant Chen photo       

contact information

Research Staff Member, Ubiquitous Platforms
Almaden Research Center, San Jose, CA, USA
  +1dash4089272176

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2017

Mitigating Poisoning Attacks on Machine Learning Models: A Data Provenance-Based Approach
Baracaldo Nathalie and Chen, Bryant and Ludwig, Heiko and Safavi, Jaehoon
ACM Workshop on Artificial Intelligence and Security (AISEC) @ CCS 2017

Domain-Independent Monitoring and Visualization of SLA Metrics in Multi-provider Environments
Engel, Robert and Chen, Bryant and Rajamoni, Shashank and Ludwig, Heiko and Keller, Alexander and Mohamed, Mohamed
Proceedings of the International Conference on Cooperative Information Systems (COOPIS), 2017

Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables
Chen, Bryant and Kumor, Daniel and Bareinboim, Elias
International Conference on Machine Learning (ICML), 2017


2016

Incorporating knowledge into structural equation models using auxiliary variables
Chen, Bryant and Pearl, Judea and Bareinboim, Elias
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16), AAAI Press, 2016
Abstract

Identification and Overidentification of Linear Structural Equation Models
Chen, Bryant
Advances in Neural Information Processing Systems, pp. 1587--1595, 2016
Abstract


2015

Decomposition and identification of linear structural equation models
Chen, Bryant
arXiv preprint arXiv:1508.01834, 2015
Abstract

Exogeneity and robustness
Chen, Bryant and Pearl, Judea
Technical Report, Tech. Rep, 2015
Abstract


2014

Graphical tools for linear structural equation modeling
Chen, Bryant and Pearl, Judea
Technical Report, CALIFORNIA UNIV LOS ANGELES DEPT OF COMPUTER SCIENCE, 2014
Abstract

Linear-time accurate lattice algorithms for tail conditional expectation
Chen, Bryant and Hsu, William WY and Ho, Jan-Ming and Kao, Ming-Yang
Algorithmic Finance 3(1-2), 87--140, IOS Press, 2014
Abstract

Testable Implications of Linear Structural Equation Models.
Chen, Bryant and Tian, Jin and Pearl, Judea
AAAI, pp. 2424--2430, 2014
Abstract


2013

Regression and causation: a critical examination of six econometrics textbooks
Chen, Bryant and Pearl, Judea
2013 - papers.ssrn.com
Abstract


2009

Speeding up two-level simulation for tail conditional expectations by means of prefix sum based algorithms
Tsai, Yi-Cheng and Peng, Hsin-Tsung and Ho, Jan-Ming and Chen, Bryant and Kao, Ming-Yang
Proceedings of the International MultiConference of Engineers and Computer Scientists, pp. 1400--1405, 2009
Abstract




Projects and Groups