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Cowen-Rivers, Alexander I.
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1

Accurate structure prediction of biomolecular interactions ..:

Abramson, Josh ; Adler, Jonas ; Dunger, Jack...
Nature.  630 (2024)  8016 - p. 493-500 , 2024
Link: https://doi.org/10.1038/..
 
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2

Toward real-world automated antibody design with combinator..:

Khan, Asif ; Cowen-Rivers, Alexander I. ; Grosnit, Antoine...
Cell Reports Methods.  3 (2023)  1 - p. 100374 , 2023
Link: https://doi.org/10.1016/..
 
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3

SAMBA: safe model-based & active reinforcement learning:

Cowen-Rivers, Alexander I. ; Palenicek, Daniel ; Moens, Vincent...
Machine Learning.  111 (2022)  1 - p. 173-203 , 2022
Link: https://doi.org/10.1007/..
 
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4

Know Your Enemies and Know Yourself in the Real-Time Biddin..:

, In: 2019 International Conference on Data Mining Workshops (ICDMW),
Du, Manxing ; Cowen-Rivers, Alexander I. ; Wen, Ying... - p. 973-981 , 2019
Link: https://doi.org/10.1109/..
 
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5

Toward real-world automated antibody design with combinator..:

Khan, Asif ; Cowen-Rivers, Alexander I ; Grosnit, Antoine...
https://discovery.ucl.ac.uk/id/eprint/10174190/1/Wang_Toward%20real-world%20automated%20antibody%20design%20with%20combinatorial%20Bayesian%20optimization_VoR.pdf.  , 2023
Link: https://discovery.ucl.ac..
 
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6

Toward real-world automated antibody design with combinator..:

Khan, Asif ; Cowen-Rivers, Alexander I ; Grosnit, Antoine...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9939385/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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7

Sauté RL: Almost Surely Safe Reinforcement Learning Using S..:

Sootla, Aivar ; Cowen-Rivers, Alexander I ; Jafferjee, Taher...
https://discovery.ucl.ac.uk/id/eprint/10173134/1/sootla22a.pdf.  , 2022
Link: https://discovery.ucl.ac..
 
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8

Structured Q-learning For Antibody Design:

Cowen-Rivers, Alexander I ; Gorinski, Philip John ; Sootla, Aivar...
http://arxiv.org/abs/2209.04698.  , 2022
Link: http://arxiv.org/abs/220..
 
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9

Effects of Safety State Augmentation on Safe Exploration:

Sootla, Aivar ; Cowen-Rivers, Alexander I ; Wang, Jun.
http://arxiv.org/abs/2206.02675.  , 2022
Link: http://arxiv.org/abs/220..
 
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10

AntBO: Towards Real-World Automated Antibody Design with Co..:

Khan, Asif ; Cowen-Rivers, Alexander I ; Grosnit, Antoine...
http://arxiv.org/abs/2201.12570.  , 2022
Link: http://arxiv.org/abs/220..
 
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11

Saute RL: Almost Surely Safe Reinforcement Learning Using S..:

Sootla, Aivar ; Cowen-Rivers, Alexander I ; Jafferjee, Taher...
http://arxiv.org/abs/2202.06558.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

HEBO: Pushing The Limits of Sample-Efficient Hyperparameter..:

Cowen-Rivers, Alexander I ; Lyu, Wenlong ; Tutunov, Rasul...
https://discovery.ucl.ac.uk/id/eprint/10158552/1/sminton,%2B13643-Article%2B%28PDF%29-31227-1-11-20220711.pdf.  , 2022
Link: https://discovery.ucl.ac..
 
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13

High-Dimensional Bayesian Optimisation with Variational Aut..:

Grosnit, Antoine ; Tutunov, Rasul ; Maraval, Alexandre Max...
http://arxiv.org/abs/2106.03609.  , 2021
Link: http://arxiv.org/abs/210..
 
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14

HEBO Pushing The Limits of Sample-Efficient Hyperparameter ..:

Cowen-Rivers, Alexander I ; Lyu, Wenlong ; Tutunov, Rasul...
http://arxiv.org/abs/2012.03826.  , 2020
Link: http://arxiv.org/abs/201..
 
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15

Compositional ADAM: An Adaptive Compositional Solver:

Tutunov, Rasul ; Li, Minne ; Cowen-Rivers, Alexander I..
http://arxiv.org/abs/2002.03755.  , 2020
Link: http://arxiv.org/abs/200..
 
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