Yura Perov

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 10

Top Topics

Causal Reasoning

Generative Model

Representational Power

Pitman Yor Process

Top Venues

Frontiers Digit. Health

Frontiers Artif. Intell.

Publications

Yuanzhao Zhang, Robert Walecki, Joanne R. Winter, Felix J. S. Bragman, Sara Lourenco, Christopher Hart, Adam Baker, Yura Perov, Saurabh Johri
Applying Artificial Intelligence Methods for the Estimation of Disease Incidence: The Utility of Language Models. Frontiers Digit. Health 2 (2020)
Albert Buchard, Baptiste Bouvier, Giulia Prando, Rory Beard, Michail Livieratos, Dan Busbridge, Daniel H. Thompson, Jonathan G. Richens, Yuanzhao Zhang, Adam Baker, Yura Perov, Kostis Gourgoulias, Saurabh Johri
Learning medical triage from clinicians using Deep Q-Learning. CoRR (2020)
Adam Baker, Yura Perov, Katherine Middleton, Janie Baxter, Daniel Mullarkey, Davinder Sangar, Mobasher Butt, Arnold DoRosario, Saurabh Johri
A Comparison of Artificial Intelligence and Human Doctors for the Purpose of Triage and Diagnosis. Frontiers Artif. Intell. 3 (2020)
Robert Walecki, Kostis Gourgoulias, Adam Baker, Chris Hart, Chris Lucas, Max Zwiessele, Albert Buchard, Maria Lomeli, Yura Perov, Saurabh Johri
Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs. CoRR (2019)
Yura Perov, Logan Graham, Kostis Gourgoulias, Jonathan G. Richens, Ciarán M. Lee, Adam Baker, Saurabh Johri
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming. AABI (2019)
Yura Perov, Logan Graham, Kostis Gourgoulias, Jonathan G. Richens, Ciarán M. Lee, Adam Baker, Saurabh Johri
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming. CoRR (2019)
Robert Walecki, Albert Buchard, Kostis Gourgoulias, Chris Hart, Maria Lomeli, Alexandre K. W. Navarro, Max Zwiessele, Yura Perov, Saurabh Johri
Universal Marginalizer for Amortised Inference and Embedding of Generative Models. CoRR (2018)
Salman Razzaki, Adam Baker, Yura Perov, Katherine Middleton, Janie Baxter, Daniel Mullarkey, Davinder Sangar, Michael Taliercio, Mobasher Butt, Azeem Majeed, Arnold DoRosario, Megan Mahoney, Saurabh Johri
A comparative study of artificial intelligence and human doctors for the purpose of triage and diagnosis. CoRR (2018)
Yura Perov
Inference Over Programs That Make Predictions. CoRR (2018)
Laura Douglas, Iliyan Zarov, Konstantinos Gourgoulias, Chris Lucas, Chris Hart, Adam Baker, Maneesh Sahani, Yura Perov, Saurabh Johri
A Universal Marginalizer for Amortized Inference in Generative Models. CoRR (2017)