Kostis Gourgoulias
Kostis Gourgoulias
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
Masking schemes for universal marginalisers
D Gautam, M Lomeli, K Gourgoulias, DH Thompson, S Johri
arXiv preprint arXiv:2001.05895, 2020
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
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
Computer implemented method and system for running inference queries with a generative model
A Baker, A Buchard, K Gourgoulias, C Hart, S Johri, MDL Garcia, C Lucas, ...
US Patent App. 16/594,957, 2021
Computer implemented determination method and system
LH Douglas, P Myshkov, R Walecki, IR Zarov, K Gourgoulias, C Lucas, ...
US Patent 11,328,215, 2022
A computer implemented determination method and system
LH Douglas, P Myshkov, R Walecki, IR Zarov, K Gourgoulias, C Lucas, ...
US Patent App. 16/325,681, 2021
System and Method for Medical Triage Through Deep Q-Learning
AJT Buchard, B Bouvier, M Livieratos, R Beard, K Gourgoulias, S Johri, ...
US Patent App. 16/849,162, 2021
Dialogue flow using semantic simplexes
AJT Buchard, K Gourgoulias, MB Zwiessele, AKW Navarro, S Johri
US Patent 11,145,414, 2021
Causal Reasoning and Counterfactual Probabilistic Programming Framework Using Approximate Inference
I Perov, LCS Graham, K Gourgoulias, JG Richens, CM Lee, AP Baker, ...
US Patent App. 16/944,512, 2021
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
Information Metrics for Predictive Modeling and Machine Learning
K Gourgoulias
UMass Amherst, 2017
The system can't perform the operation now. Try again later.
Articles 1–17