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Kailash Budhathoki
Kailash Budhathoki
AWS AI
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Title
Cited by
Cited by
Year
Origo: causal inference by compression
K Budhathoki, J Vreeken
Knowledge and Information Systems 56 (2), 285-307, 2018
73*2018
MDL for causal inference on discrete data
K Budhathoki, J Vreeken
2017 IEEE International Conference on Data Mining (ICDM), 751-756, 2017
49*2017
Causal structure-based root cause analysis of outliers
K Budhathoki, L Minorics, P Blöbaum, D Janzing
International Conference on Machine Learning, 2357-2369, 2022
46*2022
DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models
P Blöbaum, P Götz, K Budhathoki, AA Mastakouri, D Janzing
Journal of Machine Learning Research 25 (147), 1-7, 2024
362024
Why did the distribution change?
K Budhathoki, D Janzing, P Bloebaum, H Ng
International Conference on Artificial Intelligence and Statistics, 1666-1674, 2021
362021
The difference and the norm—characterising similarities and differences between databases
K Budhathoki, J Vreeken
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015
212015
Causal inference on event sequences
K Budhathoki, J Vreeken
Proceedings of the 2018 SIAM International Conference on Data Mining, 55-63, 2018
192018
Discovering reliable causal rules
K Budhathoki, M Boley, J Vreeken
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM), 1-9, 2021
12*2021
Ranking the teams in European football leagues with agony
S Neumann, J Ritter, K Budhathoki
Machine Learning and Data Mining for Sports Analytics: 5th International …, 2019
72019
Quantifying intrinsic causal contributions via structure preserving interventions
D Janzing, P Blöbaum, AA Mastakouri, PM Faller, L Minorics, ...
International Conference on Artificial Intelligence and Statistics, 2188-2196, 2024
52024
Evaluating the Fairness of Discriminative Foundation Models in Computer Vision
J Ali, M Kleindessner, F Wenzel, K Budhathoki, V Cevher, C Russell
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 809-833, 2023
32023
Explaining the root causes of unit-level changes
K Budhathoki, G Michailidis, D Janzing
arXiv preprint arXiv:2206.12986, 2022
22022
Meaningful causal aggregation and paradoxical confounding
Y Zhu, K Budhathoki, JM Kübler, D Janzing
Causal Learning and Reasoning, 1192-1217, 2024
12024
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