Research Publications

. A Framework for Deep Constrained Clustering - Algorithms and Advances. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Data (ECMLPKDD), Springer, 2019.

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. A Graph-Based Approach for Active Learning in Regression. In: Proceedings of the 2020 SIAM International Conference on Data Mining.

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. A Framework for Deep Constrained Clustering. In: Data Mining and Knowledge Discovery, in press, 2020.

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. Towards Fair Deep Anomaly Detection. In: Proceedings of the ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT 2021).

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. Deep Descriptive Clustering. In: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).

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. A Self-Supervised Framework for Unsupervised Few-Shot Learning and Clustering. In: Pattern Recognition Letters (2021).

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Professional Services

Teaching Assistant for Graduate/Undergraduate Course

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