Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations S Coope, T Farghly, D Gerz, I Vulić, M Henderson Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 58 | 2020 |
Time-independent generalization bounds for SGLD in non-convex settings T Farghly, P Rebeschini Advances in Neural Information Processing Systems 34, 19836-19846, 2021 | 20 | 2021 |
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality A Mousavi-Hosseini, T Farghly, Y He, K Balasubramanian, MA Erdogdu arXiv preprint arXiv:2303.03589, 2023 | 17 | 2023 |
Generalisation under gradient descent via deterministic PAC-Bayes E Clerico, T Farghly, G Deligiannidis, B Guedj, A Doucet arXiv preprint arXiv:2209.02525, 2023 | 7* | 2023 |
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling Y He, T Farghly, K Balasubramanian, MA Erdogdu arXiv preprint arXiv:2303.00570, 2023 | 2 | 2023 |