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About me
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Investigation of Road Safety in the City of Toronto using our own RShiny web-app and Bayesian semi-parametric logistic regression
Generative Adversarial Networks (GANs) have shown great ability to generate realistic images and transfer (artistic) styles between photographs and works of art
Large-scale implementation of ML production-level pipeline in PySpark across multiple Cloud providers
Exploration of semi-parametric modeling of CO$_2$ emissions over time in Hawaii and geospatial Malaria incidence in Gambia using the Integrated Nested Laplacian Approximation (INLA) approximate Bayesian framework
We study the benefits and mixing properties of different Monte Carlo algorithms when implementing a logistic classifier on the MNIST hand-written dataset.
I study the uptake of cigarette smoking (Bayesian Survival Analysis), as well as consumption of other tobacco products (Logistic Regression), in the 2015 American National Youth Tobacco Survey, a survey of American teenagers, aged 9 to 19 years old, which collected not only indicators on the usage of different tobacco products, but also demographic data.
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
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This talk gives a very brief, conceptual introduction to the Bayesian framework for hierarchical Bayesian models, with a case study of road safety in the City of Toronto.
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This is a direct application of the Integrated Nested Laplacian Approximation (INLA) framework for approximate Bayesian inference. In this tutorial we examined math achievement scores (MathAchieve
in the MEMSS
library) across schools and individuals as a hierarchical regression problem.
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This hands-on tutorial served as an introduction to the principal concepts around building, training, and understanding Artificial Neural Networks (NNs).
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This talk served as an introduction to the building blocks and modern capabilities of Data Science and Machine Learning.
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.