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Tyler Farghly
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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
582020
Time-independent generalization bounds for SGLD in non-convex settings
T Farghly, P Rebeschini
Advances in Neural Information Processing Systems 34, 19836-19846, 2021
182021
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
152023
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
12023
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