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Jin Tian

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Iowa State University

Improving Adversarial Training using Vulnerability-Aware Perturbation Budget

Mar 06, 2024
Olukorede Fakorede, Modeste Atsague, Jin Tian

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Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable

Jan 20, 2024
Yuta Kawakami, Manabu Kuroki, Jin Tian

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Vulnerability-Aware Instance Reweighting For Adversarial Training

Jul 14, 2023
Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian

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Neural Interpretation of Generic Source Code

Mar 23, 2023
Yaojie Hu, Jin Tian

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Improving Adversarial Robustness with Hypersphere Embedding and Angular-based Regularizations

Mar 15, 2023
Olukorede Fakorede, Ashutosh Nirala, Modeste Atsague, Jin Tian

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Finding and Listing Front-door Adjustment Sets

Oct 14, 2022
Hyunchai Jeong, Jin Tian, Elias Bareinboim

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Effect Identification in Cluster Causal Diagrams

Feb 22, 2022
Tara V. Anand, Adèle H. Ribeiro, Jin Tian, Elias Bareinboim

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Partial Counterfactual Identification from Observational and Experimental Data

Oct 12, 2021
Junzhe Zhang, Jin Tian, Elias Bareinboim

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Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles

Sep 21, 2021
Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn, Jin Tian, Mykola Pechenizkiy

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