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Although our existing kitchen-sink approach is unbiased, it may not make sense for all screens, and it places an unnecessary burden on investigators when they are applying our software to new screens.…
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https://arxiv.org/abs/1706.08203
> We present two deep generative models based on Variational Autoencoders to improve the accuracy of drug response prediction. Our models, Perturbation Variational …
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**Team Members:**
* Nirajan Prajapati
* Nirjal Prajapati
* Rohit Prajapati
* Sahas Prajapati
**References:**
[Recommender System : Wikipedia](https://en.wikipedia.org/wiki/Recommender_system)
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WWW
As a machine learning engineer looking for efficient solutions to out of domain detection, I would like to understand research and state of the art in this field.
- A recent paper called Is fine…
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This slide is very vague:
![image](https://user-images.githubusercontent.com/1888623/99530320-6f607d00-29a1-11eb-9b9b-c4e9c5a71ac7.png)
t03_features.pdf
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https://doi.org/10.1101/177428
> Electronic Health Records (EHRs) contain a wealth of patient data useful to biomedical researchers. At present, both the extraction of data and methods for analyses…
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https://doi.org/10.5220/0006636401400145
> In the era of precision medicine and cancer genomics, data are being generated so quickly that it is difficult to fully appreciate the extent of what is d…
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**Lecture Courses**
http://www.robots.ox.ac.uk/~az/lectures/
https://www.gaussianwaves.com/2013/11/simulation-and-analysis-of-white-noise-in-matlab/
https://github.com/oxford-cs-deepnlp-2017
http…
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Congrats and excellent work!
Maybe a dumb question, what's the difference between this and VAE, and how are they related?
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IEEE pages: https://ieeexplore.ieee.org/document/9046288
IEEE pages for Concordia: https://ieeexplore-ieee-org.lib-ezproxy.concordia.ca/document/9046288
PDF: https://ieeexplore-ieee-org.lib-ezproxy.co…