Kailash Budhathoki

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Abductive Reasoning

Causal Inference

Event Sequences

Top Venues

Publications

Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
Inference Optimization of Foundation Models on AI Accelerators. KDD (2024)
Yuchen Zhu, Kailash Budhathoki, Jonas M. Kübler, Dominik Janzing
Meaningful Causal Aggregation and Paradoxical Confounding. CLeaR (2024)
Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
Inference Optimization of Foundation Models on AI Accelerators. CoRR (2024)
Dominik Janzing, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Philipp Michael Faller, Lenon Minorics, Kailash Budhathoki
Quantifying intrinsic causal contributions via structure preserving interventions. AISTATS (2024)
Junaid Ali, Matthäus Kleindessner, Florian Wenzel, Kailash Budhathoki, Volkan Cevher, Chris Russell
Evaluating the Fairness of Discriminative Foundation Models in Computer Vision. CoRR (2023)
Yuchen Zhu, Kailash Budhathoki, Jonas M. Kübler, Dominik Janzing
Meaningful Causal Aggregation and Paradoxical Confounding. CoRR (2023)
Junaid Ali, Matthäus Kleindessner, Florian Wenzel, Kailash Budhathoki, Volkan Cevher, Chris Russell
Evaluating the Fairness of Discriminative Foundation Models in Computer Vision. AIES (2023)
Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum, Dominik Janzing
Causal structure-based root cause analysis of outliers. ICML (2022)
Kailash Budhathoki, George Michailidis, Dominik Janzing
Explaining the root causes of unit-level changes. CoRR (2022)
Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti-Anastasia Mastakouri, Dominik Janzing
DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models. CoRR (2022)
Kailash Budhathoki, Dominik Janzing, Patrick Blöbaum, Hoiyi Ng
Why did the distribution change? AISTATS (2021)
Kailash Budhathoki, Dominik Janzing, Patrick Blöbaum, Hoiyi Ng
Why did the distribution change? CoRR (2021)
Kailash Budhathoki, Mario Boley, Jilles Vreeken
Discovering Reliable Causal Rules. SDM (2021)
Kailash Budhathoki, Mario Boley, Jilles Vreeken
Discovering Reliable Causal Rules. CoRR (2020)
Dominik Janzing, Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum
Causal structure based root cause analysis of outliers. CoRR (2019)
Kailash Budhathoki, Jilles Vreeken
Accurate Causal Inference on Discrete Data. ICDM (2018)
Stefan Neumann, Julian Ritter, Kailash Budhathoki
Ranking the Teams in European Football Leagues with Agony. MLSA@PKDD/ECML (2018)
Kailash Budhathoki, Jilles Vreeken
Causal Inference on Event Sequences. SDM (2018)
Kailash Budhathoki, Jilles Vreeken
Origo: causal inference by compression. Knowl. Inf. Syst. 56 (2) (2018)
Kailash Budhathoki, Jilles Vreeken
Causal Inference by Stochastic Complexity. CoRR (2017)
Kailash Budhathoki, Jilles Vreeken
Correlation by Compression. SDM (2017)
Kailash Budhathoki, Jilles Vreeken
MDL for Causal Inference on Discrete Data. ICDM (2017)
Kailash Budhathoki, Jilles Vreeken
Causal Inference by Compression. ICDM (2016)
Kailash Budhathoki, Jilles Vreeken
The Difference and the Norm - Characterising Similarities and Differences Between Databases. ECML/PKDD (2) (2015)