Tyler Farghly

According to our database1, Tyler Farghly authored at least 5 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2025
Generalisation under gradient descent via deterministic PAC-Bayes.
Proceedings of the International Conference on Algorithmic Learning Theory, 2025

2024
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling.
J. Mach. Learn. Res., 2024

2023
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2021
Time-independent Generalization Bounds for SGLD in Non-convex Settings.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020


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