Search Results for author: Heewook Lee

Found 3 papers, 2 papers with code

Active Learning Framework for Cost-Effective TCR-Epitope Binding Affinity Prediction

1 code implementation16 Oct 2023 Pengfei Zhang, Seojin Bang, Heewook Lee

To reduce annotation cost, we present ActiveTCR, a framework that incorporates active learning and TCR-epitope binding affinity prediction models.

Active Learning

Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach

no code implementations25 Sep 2019 Seojin Bang, Pengtao Xie, Heewook Lee, Wei Wu, Eric Xing

Briefness and comprehensiveness are necessary in order to provide a large amount of information concisely when explaining a black-box decision system.

BIG-bench Machine Learning Interpretable Machine Learning

Explaining a black-box using Deep Variational Information Bottleneck Approach

3 code implementations19 Feb 2019 Seojin Bang, Pengtao Xie, Heewook Lee, Wei Wu, Eric Xing

Briefness and comprehensiveness are necessary in order to provide a large amount of information concisely when explaining a black-box decision system.

BIG-bench Machine Learning Interpretable Machine Learning

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