Search Results for author: Jiantong Jiang

Found 3 papers, 2 papers with code

Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attribution Methods

no code implementations2 May 2024 Peiyu Yang, Naveed Akhtar, Jiantong Jiang, Ajmal Mian

This setup is ultimately employed for a comprehensive comparison of existing methods using our BackX benchmark.

Benchmarking

Fast Parallel Bayesian Network Structure Learning

1 code implementation8 Dec 2022 Jiantong Jiang, Zeyi Wen, Ajmal Mian

The mainstream BN structure learning methods require performing a large number of conditional independence (CI) tests.

Fast Parallel Exact Inference on Bayesian Networks: Poster

1 code implementation8 Dec 2022 Jiantong Jiang, Zeyi Wen, Atif Mansoor, Ajmal Mian

Bayesian networks (BNs) are attractive, because they are graphical and interpretable machine learning models.

Interpretable Machine Learning

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