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ORCIDKevin Xia 0001
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- affiliation: Columbia University, New York, NY, USA
- affiliation (former): Purdue University, West Lafayette, USA
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2020 – today
- 2024
[c4]Kevin Xia, Elias Bareinboim:
Neural Causal Abstractions. AAAI 2024: 20585-20595- [i4]Kevin Xia, Elias Bareinboim:
Neural Causal Abstractions. CoRR abs/2401.02602 (2024) - 2023
- [c3]Kevin Muyuan Xia, Yushu Pan, Elias Bareinboim:
Neural Causal Models for Counterfactual Identification and Estimation. ICLR 2023 - 2022
- [c2]Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang, Elias Bareinboim, Carl Vondrick:
Causal Transportability for Visual Recognition. CVPR 2022: 7511-7521 - [i3]Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang, Elias Bareinboim, Carl Vondrick:
Causal Transportability for Visual Recognition. CoRR abs/2204.12363 (2022) - [i2]Kevin Xia, Yushu Pan, Elias Bareinboim:
Neural Causal Models for Counterfactual Identification and Estimation. CoRR abs/2210.00035 (2022) - 2021
- [j2]Wo Jae Lee
, Kevin Xia, Nancy L. Denton, Bruno Ribeiro, John W. Sutherland:
Development of a speed invariant deep learning model with application to condition monitoring of rotating machinery. J. Intell. Manuf. 32(2): 393-406 (2021) - [c1]Kevin Xia, Kai-Zhan Lee, Yoshua Bengio, Elias Bareinboim:
The Causal-Neural Connection: Expressiveness, Learnability, and Inference. NeurIPS 2021: 10823-10836 - [i1]Kevin Xia, Kai-Zhan Lee, Yoshua Bengio, Elias Bareinboim:
The Causal-Neural Connection: Expressiveness, Learnability, and Inference. CoRR abs/2107.00793 (2021)
2010 – 2019
- 2018
- [j1]Asish Ghoshal, Jinyi Zhang, Michael A. Roth, Kevin Muyuan Xia, Ananth Y. Grama, Somali Chaterji:
A Distributed Classifier for MicroRNA Target Prediction with Validation Through TCGA Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 15(4): 1037-1051 (2018)
Coauthor Index
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