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Joon Sik Kim
Joon Sik Kim
PhD at Carnegie Mellon University ; ML Research @ DynamoFL
Verified email at alumni.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Representer point selection for explaining deep neural networks
CK Yeh, J Kim, IEH Yen, PK Ravikumar
Advances in neural information processing systems 31, 2018
2292018
FACT: A diagnostic for group fairness trade-offs
JS Kim, J Chen, A Talwalkar
International Conference on Machine Learning, 5264-5274, 2020
412020
Interpretable machine learning: Moving from mythos to diagnostics
V Chen, J Li, JS Kim, G Plumb, A Talwalkar
Communications of the ACM 65 (8), 43-50, 2022
402022
Pllay: Efficient topological layer based on persistent landscapes
K Kim, J Kim, M Zaheer, J Kim, F Chazal, L Wasserman
Advances in Neural Information Processing Systems 33, 15965-15977, 2020
402020
Model-agnostic characterization of fairness trade-offs
JS Kim, J Chen, A Talwalkar
arXiv preprint arXiv:2004.03424 8, 2020
172020
Sanity simulations for saliency methods
JS Kim, G Plumb, A Talwalkar
arXiv preprint arXiv:2105.06506, 2021
122021
Bayesian persuasion for algorithmic recourse
K Harris, V Chen, J Kim, A Talwalkar, H Heidari, SZ Wu
Advances in Neural Information Processing Systems 35, 11131-11144, 2022
102022
Towards connecting use cases and methods in interpretable machine learning
V Chen, J Li, JS Kim, G Plumb, A Talwalkar
arXiv preprint arXiv:2103.06254 20, 36, 2021
82021
Best practices for interpretable machine learning in computational biology
V Chen, M Yang, W Cui, JS Kim, A Talwalkar, J Ma
bioRxiv, 2022.10. 28.513978, 2022
72022
A rotation invariant latent factor model for moveme discovery from static poses
MR Ronchi, JS Kim, Y Yue
2016 IEEE 16th International Conference on Data Mining (ICDM), 1179-1184, 2016
62016
Automated dependence plots
D Inouye, L Leqi, JS Kim, B Aragam, P Ravikumar
Conference on Uncertainty in Artificial Intelligence, 1238-1247, 2020
52020
Assisting Human Decisions in Document Matching
JS Kim, V Chen, D Pruthi, NB Shah, A Talwalkar
arXiv preprint arXiv:2302.08450, 2023
22023
Diagnostic Curves for Black Box Models.
DI Inouye, L Leqi, JS Kim, B Aragam, P Ravikumar
arXiv preprint arXiv:1912.01108, 2019
12019
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