| Measures of distortion for machine learning L Chennuru Vankadara, U von Luxburg Advances in Neural Information Processing Systems 31, 2018 | 18 | 2018 |
| Learning theory can (sometimes) explain generalisation in graph neural networks P Esser, L Chennuru Vankadara, D Ghoshdastidar Advances in Neural Information Processing Systems 34, 27043-27056, 2021 | 14 | 2021 |
| A robotic home assistant with memory aid functionality I Wieser, S Toprak, A Grenzing, T Hinz, S Auddy, EC Karaoğuz, ... KI 2016: Advances in Artificial Intelligence: 39th Annual German Conference …, 2016 | 12 | 2016 |
| On the optimality of kernels for high-dimensional clustering LC Vankadara, D Ghoshdastidar International Conference on Artificial Intelligence and Statistics, 2185-2195, 2020 | 11 | 2020 |
| Insights into ordinal embedding algorithms: A systematic evaluation LC Vankadara, M Lohaus, S Haghiri, FU Wahab, U von Luxburg Journal of Machine Learning Research 24 (191), 1-83, 2023 | 6* | 2023 |
| Graphon based clustering and testing of networks: Algorithms and theory M Sabanayagam, LC Vankadara, D Ghoshdastidar arXiv preprint arXiv:2110.02722, 2021 | 5 | 2021 |
| Recovery guarantees for kernel-based clustering under non-parametric mixture models LC Vankadara, S Bordt, U von Luxburg, D Ghoshdastidar International Conference on Artificial Intelligence and Statistics, 3817-3825, 2021 | 3 | 2021 |
| Interpolation and regularization for causal learning L Chennuru Vankadara, L Rendsburg, U Luxburg, D Ghoshdastidar Advances in Neural Information Processing Systems 35, 36627-36639, 2022 | 2 | 2022 |
| A consistent estimator for confounding strength L Rendsburg, LC Vankadara, D Ghoshdastidar, U von Luxburg arXiv preprint arXiv:2211.01903, 2022 | 2 | 2022 |
| Causal forecasting: generalization bounds for autoregressive models LC Vankadara, PM Faller, M Hardt, L Minorics, D Ghoshdastidar, ... Uncertainty in Artificial Intelligence, 2002-2012, 2022 | 2 | 2022 |
| Self-Compatibility: Evaluating Causal Discovery without Ground Truth PM Faller, LC Vankadara, AA Mastakouri, F Locatello, D Janzing arXiv preprint arXiv:2307.09552, 2023 | | 2023 |
| Reinterpreting causal discovery as the task of predicting unobserved joint statistics D Janzing, PM Faller, LC Vankadara arXiv preprint arXiv:2305.06894, 2023 | | 2023 |
Debarghya GhoshdastidarTechnical University of MunichVerified email at cit.tum.de
