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Samuel Kessler
Samuel Kessler
University of Oxford
Vahvistettu sähköpostiosoite verkkotunnuksessa robots.ox.ac.uk - Kotisivu
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Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition
B Thomas, S Kessler, S Karout
ICASSP 2022, 2022
602022
Continual-wav2vec2: an application of continual learning for self-supervised automatic speech recognition
S Kessler, B Thomas, S Karout
arXiv preprint arXiv:2107.13530, 2021
48*2021
Same State, Different Task: Continual Reinforcement Learning without Interference
S Kessler, J Parker-Holder, P Ball, S Zohren, SJ Roberts
AAAI 2022, 2021
39*2021
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
S Kessler, V Nguyen, S Zohren, S Roberts
UAI 2021, 2020
30*2020
The Effectiveness of World Models for Continual Reinforcement Learning
S Kessler, M Ostaszewski, MP Bortkiewicz, M Żarski, M Wolczyk, ...
Conference on Lifelong Learning Agents, 184-204, 2023
9*2023
Practical Bayesian Learning of Neural Networks via Adaptive Optimisation Methods
S Kessler, A Salas, VWC Tan, S Zohren, S Roberts
ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning, 2018
7*2018
Follow the Leader: Technical and Inspirational Leadership in Open Source Software
J Hergueux, S Kessler
Proceedings of the ACM CHI Conference on Human Factors in Computing Systems 2022, 2022
52022
On Sequential Bayesian Inference for Continual Learning
S Kessler, A Cobb, TGJ Rudner, S Zohren, SJ Roberts
Entropy 25 (6), 884, 2023
32023
Can Sequential Bayesian Inference Solve Continual Learning?
S Kessler, AD Cobb, S Zohren, SJ Roberts
Fourth Symposium on Advances in Approximate Bayesian Inference, 0
1*
Few-Shot Learning Patterns in Financial Time-Series for Trend-Following Strategies
K Wood, S Kessler, SJ Roberts, S Zohren
arXiv preprint arXiv:2310.10500, 2023
2023
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Artikkelit 1–10