George Papamakarios
George Papamakarios
DeepMind
Verified email at google.com - Homepage
TitleCited byYear
Masked Autoregressive Flow for Density Estimation
G Papamakarios, T Pavlakou, I Murray
Advances in Neural Information Processing Systems, 2335-2344, 2017
1292017
Fast ε-free inference of simulation models with Bayesian conditional density estimation
G Papamakarios, I Murray
Advances in Neural Information Processing Systems, 1028-1036, 2016
622016
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows
G Papamakarios, DC Sterratt, I Murray
arXiv preprint arXiv:1805.07226, 2018
222018
Temporal difference variational auto-encoder
K Gregor, G Papamakarios, F Besse, L Buesing, T Weber
arXiv preprint arXiv:1806.03107, 2018
132018
Generalised scalable robust principal component analysis
G Papamakarios, Y Panagakis, S Zafeiriou
BMVA Press, 2014
112014
Distilling intractable generative models
G Papamakarios, I Murray
Probabilistic Integration Workshop at Neural Information Processing Systems, 2015
82015
Neural Spline Flows
C Durkan, A Bekasov, I Murray, G Papamakarios
arXiv preprint arXiv:1906.04032, 2019
52019
Comparison of Modern Stochastic Optimization Algorithms
G Papamakarios
52014
Fast computation of local correlation coefficients on graphics processing units
G Papamakarios, G Rizos, NP Pitsianis, X Sun
Mathematics for Signal and Information Processing 7444, 744412, 2009
52009
Neural belief states for partially observed domains
P Moreno, J Humplik, G Papamakarios, BA Pires, L Buesing, N Heess, ...
NeurIPS 2018 workshop on Reinforcement Learning under Partial Observability, 2018
42018
Robust low-rank tensor modelling using Tucker and CP decomposition
N Xue, G Papamakarios, M Bahri, Y Panagakis, S Zafeiriou
2017 25th European Signal Processing Conference (EUSIPCO), 1185-1189, 2017
42017
Distilling model knowledge
G Papamakarios
arXiv preprint arXiv:1510.02437, 2015
42015
Cubic-Spline Flows
C Durkan, A Bekasov, I Murray, G Papamakarios
arXiv preprint arXiv:1906.02145, 2019
22019
Synthetic ground truth data generation for automatic trajectory-based ADL detection
G Papamakarios, D Giakoumis, K Votis, S Segkouli, D Tzovaras, ...
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI …, 2014
22014
Sequential Neural Methods for Likelihood-free Inference
C Durkan, G Papamakarios, I Murray
arXiv preprint arXiv:1811.08723, 2018
12018
Human Computer Confluence in the Smart Home Paradigm: Detecting Human States and Behaviours for 24/7 Support of Mild-Cognitive Impairments
G Papamakarios, D Giakoumis, M Vasileiadis, A Drosou, D Tzovaras
Human Computer Confluence Transforming Human Experience Through Symbiotic …, 2016
12016
Robust Low-Rank Modelling on Matrices and Tensors
G Papamakarios
Imperial College London, 2014
12014
A tool to monitor and support physical exercise interventions for MCI and AD patients
G Papamakarios, D Giakoumis, M Vasileiadis, K Votis, D Tzovaras, ...
Proceedings of the 8th International Conference on Pervasive Computing …, 2014
2014
FLCC: A library for fast computation of convolution and local correlation coefficients
G Papamakarios, G Rizos
Aristotle University of Thessaloniki, 2011
2011
The system can't perform the operation now. Try again later.
Articles 1–19