Publications

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2018

1.

Krishnapuram, Raghu; Rajkumar, Arun; Acharya, Adithya; Dhara, Nikhil; Goudar, Manjunath; Sarashetti, Akshay P

Online domain adaptation by exploiting labeled features and pro-active learning Conference

Proceedings of the 2018 ACM India Joint International Conference on Data Science and Management of Data (CoDS-COMAD), 11.-13.01.18, Goa, 2018.

Abstract | BibTeX | Tags: Machine Learning | Links:

2.

Joseph, Ajin George; Bhatnagar, Shalabh

An online prediction algorithm for reinforcement learning with linear function approximation using cross entropy method Journal Article

arXiv: Computer Science, 2018.

Abstract | BibTeX | Tags: Machine Learning | Links:

3.

Maiya, Shishira R; Babu, Sudharshan Chandra

Slum segmentation and change detection: A deep learning approach Journal Article

arXiv: Computer Science, 2018.

Abstract | BibTeX | Tags: Machine Learning | Links:

2017

4.

Joseph, Ajin George; Bhatnagar, Shalabh

An incremental fast policy search using a single sample path Conference

Proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence (PReMI), 05.-08.12.17, Kolkata (India), Lecture Notes in Computer Science 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

5.

Joseph, Ajin George; Bhatnagar, Shalabh

Bounds for off-policy prediction in reinforcement learning Conference

Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN), 14.-19.05.17, Anchorage (USA), 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

6.

Sankaran, Raman; Bach, Francis R; Bhattacharyya, Chiranjib

Identifying groups of strongly correlated variables through smoothed ordered weighted L1-norms Journal Article

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS), 20.-22.04.17, Fort Lauderdale (USA), pp. 1123-1131, 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

2013

7.

Bhatnagar, Shalabh; Lakshmanan, K

An online convergent Q-learning algorithm with linear function approximation Technical Report

2013.

Abstract | BibTeX | Tags: Machine Learning | Links:

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