MLTA

KEYNOTES

(Short talks of about 1 to 1½ hours each)

GELBUK

Alexandar Gelbukh

National Polytechnic Institute, Mexico

Machine Learning and Natural Language Processing

BING

Bing Liu

University of Illinois Chicago, USA

Detection of Fake or Deceptive Opinions

DAVID

David Barber

University College London, UK

Bayesian Reasoning and Graphical Models

DAVID PINTO

David Pinto

University of Puebla, Mexico

Narrow Domain Short Text Processing

PUSHPAK

Pushpak Bhattacaharya

IIT Bombay, India

Machine Translation: A Perspective

Rakesh

Rakesh Agrawal

Microsoft Technical Fellow, USA

Computational Education: A New Frontier for Data Researchers?


TUTORIALS

(Detailed tutorials + lab sessions of 2 to 6 hours each)

GELBUK

Alexandar Gelbukh

IPN, Mexico

Computational Linguistics

ASIF

Asif Ekbal

IIT Patna

Named Entity Recognition and Classification including in Indian Languages

DAVID

David Barber

UCL, UK

Bayesian Inference and Graphical Models

DEEPAYAN

Deepayan Sarkar

ISI Delhi

Tutorials on R

GANESH

Ganesh Ramakrishnan

IIT Bombay

Statistical Relational Learning

INDRAJIT

Indrajit Bhattacharya

IBM Research, Bangalore

Topic Modeling

JAYADEV

Jayadeva

IIT Delhi

Support Vector Machines

NILADRI

Niladri Chatterjee

IIT Delhi

Statistical Machine Translation

RADHIKA

Radhika Mamidi

IIIT, Hyderabad

Computational Morphology

TANVEER

Tanveer Jahan Siddiqui

Allahabad University

Multi-Document Summarization

VIVEK

Vivek Singh

SAU, New Delhi

Sentiment Analysis


Shorter Tutorials / Video Lectures

(Tutorials of 1 to 2hrs duration)

DANISH

Danish Lohani

SAU, New Delhi

Probability and Statistics for Machine Learning

Jay R. Bhatnagar

Jay R. Bhatnagar

NIT GOA

Information Theory for Machine Learning

MADHU

Madhu Kumari

NIT Hamirpur

Text Mining from Social Media/ Networks

MANOJ

Manoj Singh

BHU, Varanasi

Linear Algebra for Machine Learning

PRAMOD

Pramod Kumar Singh

IIITM, Gwalior

Feature Extraction in Text Clustering

SUNITHA

Sunita Sarawagi

IIT Bombay

Graphical Models for Information Extraction