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Andreas Damianou
Andreas Damianou
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Deep Gaussian processes
A C. Damianou, N D. Lawrence
Proceedings of the Sixteenth International Workshop on Artificial …, 2013
15972013
Variational information distillation for knowledge transfer
S Ahn, SX Hu, A Damianou, ND Lawrence, Z Dai
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
8402019
Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling
P Perdikaris, M Raissi, A Damianou, ND Lawrence, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2017
4782017
Variational inference for latent variables and uncertain inputs in Gaussian processes
AC Damianou, MK Titsias, N Lawrence
Journal of Machine Learning Research (JMLR), 2016
222*2016
Variational auto-encoded deep Gaussian processes
Z Dai, A Damianou, J González, N Lawrence
International Conference on Learning Representations (ICLR), 2015
1852015
Empirical bayes transductive meta-learning with synthetic gradients
SX Hu, PG Moreno, Y Xiao, X Shen, G Obozinski, ND Lawrence, ...
International Conference on Learning Representation (ICLR), 2020
1822020
Deep Gaussian processes for multi-fidelity modeling
K Cutajar, M Pullin, A Damianou, N Lawrence, J González
arXiv preprint arXiv:1903.07320, 2019
1602019
Manifold relevance determination
A Damianou, CH Ek, M Titsias, N Lawrence
Proceedings of the 29th International Conference on Machine Learning, 145-152, 2012
1552012
Variational gaussian process dynamical systems
A Damianou, MK Titsias, ND Lawrence
Advances in Neural Information Processing Systems, 2510-2518, 2011
1472011
Deep Gaussian processes and variational propagation of uncertainty
A Damianou
University of Sheffield, 2015
1442015
Preferential bayesian optimization
J González, Z Dai, A Damianou, ND Lawrence
International Conference on Machine Learning, 1282-1291, 2017
1362017
DAC-h3: a proactive robot cognitive architecture to acquire and express knowledge about the world and the self
C Moulin-Frier, T Fischer, M Petit, G Pointeau, JY Puigbo, U Pattacini, ...
IEEE Transactions on Cognitive and Developmental Systems 10 (4), 1005-1022, 2017
942017
Active learning for sparse bayesian multilabel classification
D Vasisht, A Damianou, M Varma, A Kapoor
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
882014
Leveraging crowdsourcing data for deep active learning an application: Learning intents in alexa
J Yang, T Drake, A Damianou, Y Maarek
Proceedings of the 2018 World Wide Web Conference, 23-32, 2018
792018
Transferring knowledge across learning processes
S Flennerhag, PG Moreno, ND Lawrence, A Damianou
International Conference on Learning Representations (ICLR), 2018
772018
Comprehensive landscape of active deubiquitinating enzymes profiled by advanced chemoproteomics
A Pinto-Fernández, S Davis, AB Schofield, HC Scott, P Zhang, E Salah, ...
Frontiers in chemistry 7, 592, 2019
602019
Orl: Reinforcement learning benchmarks for online stochastic optimization problems
B Balaji, J Bell-Masterson, E Bilgin, A Damianou, PM Garcia, A Jain, ...
arXiv preprint arXiv:1911.10641, 2019
552019
Fast adaptation with linearized neural networks
W Maddox, S Tang, P Moreno, AG Wilson, A Damianou
International Conference on Artificial Intelligence and Statistics, 2737-2745, 2021
472021
Memory and mental time travel in humans and social robots
TJ Prescott, D Camilleri, U Martinez-Hernandez, A Damianou, ...
Philosophical Transactions of the Royal Society B 374 (1771), 20180025, 2019
462019
Semi-described and semi-supervised learning with Gaussian processes
A Damianou, ND Lawrence
31st Conference on Uncertainty in Artificial Intelligence (UAI), 2015
382015
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