Saurabh Johri

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Artificial Intelligence

Pitman Yor Process

Generative Model

Causal Discovery

Top Venues

Frontiers Digit. Health

IEEE Trans. Neural Networks Learn. Syst.

Publications

Ciarán M. Gilligan-Lee, Christopher Hart, Jonathan G. Richens, Saurabh Johri
Leveraging Directed Causal Discovery to Detect Latent Common Causes in Cause-Effect Pairs. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
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)
Divya Gautam, Maria Lomeli, Kostis Gourgoulias, Daniel H. Thompson, Saurabh Johri
Masking schemes for universal marginalisers. CoRR (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)
Jonathan G. Richens, Ciarán M. Lee, Saurabh Johri
Counterfactual diagnosis. 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)
Ciarán M. Lee, Christopher Hart, Jonathan G. Richens, Saurabh Johri
Leveraging directed causal discovery to detect latent common causes. 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. 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)
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)
Derek Huntley, Angela Baldo, Saurabh Johri, Marek J. Sergot
SEAN: SNP prediction and display program utilizing EST sequence clusters. Bioinform. 22 (4) (2006)