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Machine Learning India

Fostering data science and machine learning in India

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Indian research groups in the field of machine learning and data science

Overview

Introduction

There is no consolidated resource for Data and Machine Learning which is centered around the Indian ecosystem. In our aim of fostering the Indian ML eco-system we’ve curated a few reserouces which are India centric.

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Machine Learning Research Groups in India

A list of research groups in India which are working in machine learning and data science.

Name University Description Link
MLSIGIIScThe group enjoys the presence of several outstanding faculty engaged in cutting-edge research on a variety of aspects of machine learning and related fields, ranging from theoretical foundations to new algorithms as well as several exciting applicationshttp://drona.csa.iisc.ernet.in/~mlcenter/
MLSIGIIT-MIIT Madras's Machine Learning Special Interest Group.http://www.cse.iitm.ac.in/web/mlg/public_html/
Machine Learning and Learning Theory Group IIScSome of our current research directions include designing and analyzing algorithms for problems such as ranking and various types of structured prediction tasks, understanding statistical consistency properties for such problems, exploring new issues in machine learning such as those related to privacy, and selected applications of machine learning in computational biology and medicine.http://www.shivani-agarwal.net/MLLTGroup/index.html
Vision and Learning Research GroupISI KolkataAim of the group is to conduct fundamental and advanced research in the area of computer vision, image processing, pattern recognition and machine learning.http://www.isical.ac.in/~vlrg/
Machine Learning and Data Mining GroupIIT-GWe are building systems for Wikipedia mining, text to speech synthesis for Indian languages, sports data analytics, real estate price prediction and many more.http://www.iitg.ernet.in/cseweb/mldm/index.php
InfoLabIIT-BTthe group covers a wide range of research areas such as databases, data mining, information retrieval, and machine learning.http://www.cse.iitb.ac.in/infolab/
Centre for Data EngineeringIIIT-HWe are working in areas of Information Retrieval and Natural Language Processing focused on Indian Languages.http://cde.iiit.ac.in/CDEWiki/index.php/Main_Page
IRLABDAIICTWe are working in areas of Information Retrieval and Natural Language Processing focused on Indian Languages.http://irlab.daiict.ac.in/index.php
DAIRIIT-DData Analytics and Intelligence Research (DAIR) is a fledgling research group at IITD-CSE, comprising four faculty members: Amitabha Bagchi, Mausam, Maya Ramanath and Parag Singla. This seminar series is a weekly hangout for all members of the research group as well as those who are interested in joining the group.http://www.cse.iitd.ac.in/~mausam/dairseminar/
MALLIIScOne of our primary research goals is to extract, orgazine, and make readily available the knowledge trapped inside such unstructured text data on a large scale. To achieve these goals, our research spans the areas of Machine Learning and Natural Language Processing.http://talukdar.net/mall-lab.html
ML-LABIIScThe Machine Learning lab was setup to study theoretical and applied aspects of Machine Learning in various domains. We are interested in : Large Scale convex optimization for learning problems, Multiple Kernel Learning, Robust decision making under uncertainty, Bayesian Nonparametrics, Low-rank Matrix Estimation etc http://mllab.csa.iisc.ernet.in/index.php