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Steven Kleinegesse
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Year
Recognizing emotions in video using multimodal dnn feature fusion
J Williams, S Kleinegesse, R Comanescu, O Radu
Proceedings of Grand Challenge and Workshop on Human Multimodal Language …, 2018
802018
Bayesian experimental design for implicit models by mutual information neural estimation
S Kleinegesse, MU Gutmann
International conference on machine learning, 5316-5326, 2020
702020
Efficient Bayesian experimental design for implicit models
S Kleinegesse, MU Gutmann
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
572019
Pulse shape discrimination and exploration of scintillation signals using convolutional neural networks
J Griffiths, S Kleinegesse, D Saunders, R Taylor, A Vacheret
Machine Learning: Science and Technology 1 (4), 045022, 2020
382020
Implicit deep adaptive design: Policy-based experimental design without likelihoods
DR Ivanova, A Foster, S Kleinegesse, MU Gutmann, T Rainforth
Advances in Neural Information Processing Systems 34, 25785-25798, 2021
362021
Gradient-based Bayesian experimental design for implicit models using mutual information lower bounds
S Kleinegesse, MU Gutmann
arXiv preprint arXiv:2105.04379, 2021
252021
Statistical applications of contrastive learning
MU Gutmann, S Kleinegesse, B Rhodes
Behaviormetrika 49 (2), 277-301, 2022
42022
Bayesian optimal experimental design for simulator models of cognition
S Valentin, S Kleinegesse, NR Bramley, MU Gutmann, CG Lucas
arXiv preprint arXiv:2110.15632, 2021
42021
Designing optimal behavioral experiments using machine learning
S Valentin, S Kleinegesse, NR Bramley, P Seriès, MU Gutmann, ...
Elife 13, e86224, 2024
22024
Bayesian experimental design for intractable models of cognition
S Valentin, S Kleinegesse, NR Bramley, M Gutmann, C Lucas
Proceedings of the annual meeting of the Cognitive Science Society 43 (43), 2021
22021
Domain knowledge in a*-based causal discovery
S Kleinegesse, AR Lawrence, H Chockler
arXiv preprint arXiv:2208.08247, 2022
12022
Apparatus and method of data processing
H Chockler, D McNamee, A Lawrence, S Kleinegesse, M Sipos
US Patent App. 18/170,618, 2023
2023
Bayesian experimental design for implicit models using mutual information
S Kleinegesse
The University of Edinburgh, 2022
2022
Efficient Automated Online Experimentation with Multi-Fidelity
S Kleinegesse, Z Dai, A Damianou, K Ciosek, F Tomasi
Fifth Workshop on Meta-Learning at the Conference on Neural Information …, 2021
2021
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Articles 1–14