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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
682020
Towards a complete analysis of langevin monte carlo: Beyond poincaré inequality
A Mousavi-Hosseini, TK Farghly, Y He, K Balasubramanian, MA Erdogdu
The Thirty Sixth Annual Conference on Learning Theory, 1-35, 2023
332023
Time-independent generalization bounds for SGLD in non-convex settings
T Farghly, P Rebeschini
Advances in Neural Information Processing Systems 34, 19836-19846, 2021
252021
Generalisation under gradient descent via deterministic PAC-Bayes
E Clerico, T Farghly, G Deligiannidis, B Guedj, A Doucet
Proceedings of The 36th International Conference on Algorithmic Learning …, 2022
11*2022
Mean-square analysis of discretized Itô diffusions for heavy-tailed sampling
Y He, T Farghly, K Balasubramanian, MA Erdogdu
Journal of Machine Learning Research 25 (43), 1-44, 2024
62024
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Articles 1–5