A meta-cognitive recurrent fuzzy inference system with memory neurons (mcrfis-mn) and its fast learning algorithm for time series forecasting S Samanta, S Ghosh, S Sundaram 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 2231-2237, 2018 | 9 | 2018 |
Probing the Robustness of Independent Mechanism Analysis for Representation Learning J Sliwa, S Ghosh, V Stimper, L Gresele, B Schölkopf arXiv preprint arXiv:2207.06137, 2022 | 6 | 2022 |
Independent Mechanism Analysis and the Manifold Hypothesis S Ghosh, L Gresele, J von Kügelgen, M Besserve, B Schölkopf arXiv preprint arXiv:2312.13438, 2023 | 1 | 2023 |
On Pitfalls of Identifiability in Unsupervised Learning. A Note on:" Desiderata for Representation Learning: A Causal Perspective" S Ghosh, L Gresele, J von Kügelgen, M Besserve, B Schölkopf arXiv preprint arXiv:2202.06844, 2022 | 1 | 2022 |
A note on the minimax risk of sparse linear regression Y Guo, S Ghosh, H Weng, A Maleki arXiv preprint arXiv:2405.05344, 2024 | | 2024 |