Publications

You can also find my articles on my Google Scholar profile.

Preprints


GLANCE: Global Actions in a Nutshell for Counterfactual Explainability

arXiv 2024 (Under Submission)

[paper ] | [bib]

Journal Articles


Efficient Time-Series Clustering through Sparse Gaussian Modeling

Algorithms, 2024

[paper ] | [code ] | [bib]

Conference Papers


Fairness Aware Counterfactuals for Subgroups

Thirty-sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2023)

[paper ] | [code ] | [bib]

Label ranking through nonparametric regression

Thirty-ninth International Conference on Machine Learning (ICML 2022)

[paper ] | [code ] | [bib]

Log analysis for anomaly prediction in ground segment space systems

Twenty-fith International Symposium on Wireless Personal Multimedia Communications (WPMC 2022)

[paper ] | [bib]