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Dive into the research topics where Debarghya Ghoshdastidar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Recovering Imbalanced Clusters via gradient-based projection pursuit
Eppert, M., Mukherjee, S. & Ghoshdastidar, D., Mar 2026, In: Journal of Multivariate Analysis. 212, 105530.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Wasserstein projection pursuit of non-Gaussian signals
Mukherjee, S., Mukherjee, S. S. & Ghoshdastidar, D., Mar 2026, In: Journal of Multivariate Analysis. 212, 105535.Research output: Contribution to journal › Article › peer-review
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Infinite Width Limits of Self Supervised Neural Networks
Fleissner, M., Anil, G. G. & Ghoshdastidar, D., 2025, In: Proceedings of Machine Learning Research. 258, p. 3169-3177 9 p.Research output: Contribution to journal › Conference article › peer-review
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Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Gosch, L., Sabanayagam, M., Ghoshdastidar, D. & Günnemann, S., 2025, In: Transactions on Machine Learning Research. 2025-JuneResearch output: Contribution to journal › Article › peer-review
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When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis?
Anil, G. G., Esser, P. & Ghoshdastidar, D., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 15, p. 15399-15407 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access