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Samuel Kessler
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 15
Top Topics
Reinforcement Learning
Top Venues
CoRR
ICASSP
CHI
CoLLAs
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Publications
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Samuel Kessler
,
Adam D. Cobb
,
Tim G. J. Rudner
,
Stefan Zohren
,
Stephen J. Roberts
On Sequential Bayesian Inference for Continual Learning.
CoRR
(2023)
Kieran Wood
,
Samuel Kessler
,
Stephen J. Roberts
,
Stefan Zohren
Few-Shot Learning Patterns in Financial Time-Series for Trend-Following Strategies.
CoRR
(2023)
Samuel Kessler
,
Adam D. Cobb
,
Tim G. J. Rudner
,
Stefan Zohren
,
Stephen J. Roberts
On Sequential Bayesian Inference for Continual Learning.
Entropy
25 (6) (2023)
Samuel Kessler
,
Mateusz Ostaszewski
,
Michal Pawel Bortkiewicz
,
Mateusz Zarski
,
Maciej Wolczyk
,
Jack Parker-Holder
,
Stephen J. Roberts
,
Piotr Milos
The Effectiveness of World Models for Continual Reinforcement Learning.
CoLLAs
(2023)
Jérôme Hergueux
,
Samuel Kessler
Follow the Leader: Technical and Inspirational Leadership in Open Source Software.
CHI
(2022)
Jérôme Hergueux
,
Samuel Kessler
Follow the Leader: Technical and Inspirational Leadership in Open Source Software.
CoRR
(2022)
Samuel Kessler
,
Piotr Milos
,
Jack Parker-Holder
,
Stephen J. Roberts
The Surprising Effectiveness of Latent World Models for Continual Reinforcement Learning.
CoRR
(2022)
Bethan Thomas
,
Samuel Kessler
,
Salah Karout
Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition.
ICASSP
(2022)
Bethan Thomas
,
Samuel Kessler
,
Salah Karout
Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition.
CoRR
(2022)
Samuel Kessler
,
Bethan Thomas
,
Salah Karout
An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning.
ICASSP
(2022)
Samuel Kessler
,
Jack Parker-Holder
,
Philip J. Ball
,
Stefan Zohren
,
Stephen J. Roberts
Same State, Different Task: Continual Reinforcement Learning without Interference.
AAAI
(2022)
Samuel Kessler
,
Bethan Thomas
,
Salah Karout
Continual-wav2vec2: an Application of Continual Learning for Self-Supervised Automatic Speech Recognition.
CoRR
(2021)
Samuel Kessler
,
Jack Parker-Holder
,
Philip J. Ball
,
Stefan Zohren
,
Stephen J. Roberts
Same State, Different Task: Continual Reinforcement Learning without Interference.
CoRR
(2021)
Samuel Kessler
,
Vu Nguyen
,
Stefan Zohren
,
Stephen J. Roberts
Hierarchical Indian buffet neural networks for Bayesian continual learning.
UAI
(2021)
Samuel Kessler
,
Vu Nguyen
,
Stefan Zohren
,
Stephen Roberts
Indian Buffet Neural Networks for Continual Learning.
CoRR
(2019)