Baidya Saha, Concordia University of Edmonton

Research

Active Learning Classification and prediction algorithms Computer Vision Deep learning Human Guided Learning Machine Learning Reinforcement Learning Robot Automation

Latest funding

A unifying framework for integrating domain knowledge into machine learning algorithms for multidisciplinary industrial applications
NSERC · 2020 · Principal investigator
$12,500
A unifying framework for integrating domain knowledge into machine learning algorithms for multidisciplinary industrial applications
NSERC · 2020 · Principal investigator
$120,000

All 2 grants and awards

A unifying framework for integrating domain knowledge into machine learning algorithms for multidisciplinary industrial applications

Principal investigatorNSERC2020Discovery Launch Supplement

Principal investigators: Saha, Baidya Nath

$12,500

A unifying framework for integrating domain knowledge into machine learning algorithms for multidisciplinary industrial applications

Principal investigatorNSERC2020Discovery Grants Program - Individual

Principal investigators: Saha, Baidya Nath

Keywords: machine learning; classification and prediction algorithms; human guided learning; deep learning; reinforcement learning; statistical relational learning (srl); active learning; computer vision; robot automation; welding sequence optimization

$120,000

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

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Applying for

Mention their NSERC grant from 2020

Subject: Prospective PhD student: Active Learning Dear Professor Saha, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. Your research on active learning connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "A unifying framework for integrating domain knowledge into machine learning algorithms for multidisciplinary industrial applications" (2020), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]