Kostis Gourgoulias
Kostis Gourgoulias
Senior Researcher at Babylon Health, prev. UMass Amherst
Verified email at babylonhealth.com - Homepage
Title
Cited by
Cited by
Year
How biased is your model? Concentration inequalities, information and model bias
K Gourgoulias, MA Katsoulakis, L Rey-Bellet, J Wang
IEEE Transactions on Information Theory 66 (5), 3079-3097, 2020
18*2020
A universal marginalizer for amortized inference in generative models
L Douglas, I Zarov, K Gourgoulias, C Lucas, C Hart, A Baker, M Sahani, ...
arXiv preprint arXiv:1711.00695, 2017
112017
Multiverse: causal reasoning using importance sampling in probabilistic programming
Y Perov, L Graham, K Gourgoulias, J Richens, C Lee, A Baker, S Johri
Symposium on Advances in Approximate Bayesian Inference, 1-36, 2020
52020
Information metrics for long-time errors in splitting schemes for stochastic dynamics and parallel kinetic Monte Carlo
K Gourgoulias, MA Katsoulakis, L Rey-Bellet
SIAM Journal on Scientific Computing 38 (6), A3808-A3832, 2016
5*2016
Information criteria for quantifying loss of reversibility in parallelized KMC
K Gourgoulias, MA Katsoulakis, L Rey-Bellet
Journal of Computational Physics 328, 438-454, 2017
32017
Universal Marginalizer for Amortised Inference and Embedding of Generative Models
SJ Robert Walecki, Albert Buchard, Kostantinos Gourgoulias, Chris Hart ...
arXiv preprint arXiv:1811.04727, 0
2
Learning medical triage from clinicians using Deep Q-Learning
A Buchard, B Bouvier, G Prando, R Beard, M Livieratos, D Busbridge, ...
arXiv preprint arXiv:2003.12828, 2020
12020
Dialogue flow using semantic simplexes
AJT Buchard, K Gourgoulias, MB Zwiessele, AKW Navarro, S Johri
US Patent App. 16/289,614, 2020
2020
Masking schemes for universal marginalisers
D Gautam, M Lomeli, K Gourgoulias, DH Thompson, S Johri
arXiv preprint arXiv:2001.05895, 2020
2020
Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs
R Walecki, K Gourgoulias, A Baker, C Hart, C Lucas, M Zwiessele, ...
arXiv preprint arXiv:1910.07474, 2019
2019
Computer implemented determination method and system
LH Douglas, P Myshkov, R Walecki, IR Zarov, K Gourgoulias, C Lucas, ...
US Patent App. 16/277,975, 2019
2019
Tuning semantic consistency of active medical diagnosis: a walk on the semantic simplex
A Buchard, K Gourgoulias, A Navarro, M Zwiessele, S Johri
Frontier of AI-assisted care, Stanford University, 2019
2019
Information Metrics for Predictive Modeling and Machine Learning
K Gourgoulias
UMass Amherst, 2017
2017
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Articles 1–13