Publications

Filip Klubička, Alfredo Maldonado, Abhijit Mahalunkar, John Kelleher (2020). English WordNet Random Walk Pseudo-Corpora. Proceedings of The 12th Language Resources and Evaluation Conference.

Abhijit Mahalunkar, John D. Kelleher (2020). Mutual Information Decay Curves and Hyper-parameter Grid Search Design for Recurrent Neural Architectures. Neural Information Processing.

Abhijit Mahalunkar, John D. Kelleher (2019). Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies. Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges.

Filip Klubička, Alfredo Maldonado, Abhijit Mahalunkar, John D. Kelleher (2019). Synthetic, yet natural: Properties of WordNet random walk corpora and the impact of rare words on embedding performance. Proceedings of the 10th Global Wordnet Conference 2019.

Vaibhav Kulkarni, Abhijit Mahalunkar, Benoit Garbinato, John D. Kelleher (2019). On the Inability of Markov Models to Capture Criticality in Human Mobility. Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing.

Vaibhav Kulkarni, Abhijit Mahalunkar, Benoit Garbinato, John D. Kelleher (2019). Examining the Limits of Predictability of Human Mobility. Entropy.

Abhijit Mahalunkar, John D. Kelleher (2018). Understanding Recurrent Neural Architectures by Analyzing and Synthesizing Long Distance Dependencies in Benchmark Sequential Datasets. arXiv e-prints.

Vaibhav Kulkarni, Bertil Chapuis, Benoı̂t Garbinato, Abhijit Mahalunkar (2018). Addressing the Free-Rider Problem in Public Transport Systems. arXiv e-prints.

Abhijit Mahalunkar, John D. Kelleher (2018). Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures. Artificial Neural Networks and Machine Learning – ICANN 2018.

Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, John D. Kelleher (2018). Generating Diverse and Meaningful Captions. Artificial Neural Networks and Machine Learning – ICANN 2018.

M. Antonio, S. Afzulpurkar, G. Navelkar, R. Madhan, P. Maurya, E. Desa, S. Prabhudesai, N. Dabholkar, V. Lamani, V. Manoharan, N. Naik, A. Mahalunkar, O. Naik, T. J. Thottam, Dinesh Kumar P. K, B. A. de Araujo (2015). An integrated approach to study Mud Banks of Alleppey Kerala using the Autonomous Vertical Profiler (AVP). 2015 IEEE Underwater Technology (UT).

AAMQ Mascarenhas, GS Navelkar, R Madhan, NA Dabholkar, SP Prabhudesai, PK Maurya, E Desa, S Afzulpurkar, T Suresh, SGP Matondkar, others (2012). An autonomous underwater vehicle" Maya", for monitoring coastal waters, estuaries, rivers and dams. Proceedings of the 11th Biennial Pan Ocean Remote Sensing Conference (PORSEC).