Palakkad ML Group

 

Research Talks

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



News



Publications

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

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

Faculty members

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Dr. Mrinal Kanti Das
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Dr. Sahely Bhadra
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Dr. Chandra Shekar Lakshminarayanan


Research Scholars

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UG Students

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