IIT Palakkad Machine Learning Group

We are part of
The Centre for Research and Education in Data Science (CREDS), IIT Palakkad

 
CREDS Journal ClubData Science Talk SeriesML for Younger Brains
 

Research Areas

We work in theory as well as applications related machine learning and data science. Our expertise ranges from optimization, control to Bayesian models in theory, whereas Bioinformatics, education to zoonotic pandemics.

Optimization

Stochastic control

Bayesian models

Deep learning

Kernel methods

Reinforcement learning

Privacy-aware learning

Time-series modeling

Bioinformatics

Text analytics

Smart agriculture

Agro-Economics

Weather modeling

Zoonotic pandemics

Network analysis

Education

Research initiatives related to Covid

We have developed two web based tools: LeSi and xDet. LeSi is a Machine Learning based Learner Simulator for studying spread of Covid19 in India and various states. LeSi is based on 10-compartment pandemic model adapted from SEIR. LeSi allows users to learn location specific parameters from real cases. LeSi also allows users to run a pandemic simulator in forecasting mode. xDet is a Machine Learning based tool to classify X-ray images among various respiratory diseases.

LeSi & xDet



News



Publications

Achievements

Abilasha S brings home the First position for Poster Presentation
at the Indian Symposium on Machine Learning at IIT Gandhinagar.

Rimmon Saloman Bhosale, Shikha Mallick, Gaurav Jain
Won first prize in the AI for Healthcare Hackathon conducted by SINE IIT Bombay & Derbi Foundation.




Faculty members

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Dr. Mrinal Kanti Das
Topic Models, Bayesian Models, Deep Learning, Computer Vision, Natural Language Processing
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Dr. Sahely Bhadra
Multiview Machine learning with structured data, Bioinformatics




Research Scholars

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Abilasha S
Time Series Data Analysis
Jul 2018 - Present
Guide: Dr. Sahely Bhadra
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Yumna Fatma Farooqi
Privacy Preserving Machine Learning
Jul 2020 - Present
Guide: Dr. Mrinal Das
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Jishy Samuel
Jul 2019 - Present
Guide: Dr. Sahely Bhadra
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Vineetha EV
Kernel Learning
Aug 2021 - Present
Guide: Dr. Sahely Bhadra
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Vinitha M Rajan
Time Series Data Analysis
Aug 2021 - Present
Guide: Dr. Sahely Bhadra
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Eva Cherian
Bayesian Deep Learning
Jan 2022 - Present
Guide: Dr. Mrinal Das
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Vishnu B Raj
Deep Learning, Computer Vision, AI in AgriTech
Jan 2022 - Present
Guide: Dr. Sahely Bhadra




Alumni

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Narthu Chandrasekhar
Data Privacy in Machine Learning
Aug 2020 - Present
Guide: Dr. Mrinal Das
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Pallavi Hoge
Bioinformatics, Computer Vision
Aug 2020 - Present
Guide: Dr. Sahely Bhadra
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Abhichal Rajput
Yield prediction using Computer vision
Aug 2020 - Present
Guide: Dr. Sahely Bhadra
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Sneha Mohan
Computer vision, Time series
Aug 2020 - Present
Guide: Dr. Sahely Bhadra
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Vaishak Nair
Computer vision
Aug 2020 - Present
Guide: Dr. Mrinal Das
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Shikha Mallick
Machine learning on graphs,Bioinformatics
Jul 2019 - Present
Guide: Dr. Sahely Bhadra
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Gaurav Jain
Topic Models
Jan 2020 - Present
Guide: Dr. Mrinal Das
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Rimmon S. Bhosale
Causality and Interpretability in Computer Vision
Jul 2019 - Present
Guide: Dr. Mrinal Das