Publikationen pro Jahr
Publikationen pro Jahr
- 4 Ergebnisse
Suchergebnisse
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2024
Non-parametric Representation Learning with Kernels
Esser, P., Fleissner, M. & Ghoshdastidar, D., 25 März 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (Hrsg.). 11 Aufl. Association for the Advancement of Artificial Intelligence, S. 11910-11918 9 S. (Proceedings of the AAAI Conference on Artificial Intelligence; Band 38, Nr. 11).Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung
Open Access1 Zitat (Scopus) -
2022
Causal Forecasting: Generalization Bounds for Autoregressive Models
Vankadara, L. C., Faller, P. M., Hardt, M., Minorics, L., Ghoshdastidar, D. & Janzing, D., 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Association For Uncertainty in Artificial Intelligence (AUAI), S. 2002-2012 11 S. (Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022).Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung
2 Zitate (Scopus) -
Interpolation and Regularization for Causal Learning
Vankadara, L. C., Rendsburg, L., von Luxburg, U. & Ghoshdastidar, D., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (Hrsg.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; Band 35).Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung
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2021
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks
Esser, P. M., Vankadara, L. C. & Ghoshdastidar, D., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (Hrsg.). Neural information processing systems foundation, S. 27043-27056 14 S. (Advances in Neural Information Processing Systems; Band 32).Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung
16 Zitate (Scopus)