Detailed Résumé: Download PDF

Fields of Interests: Machine Learning, Algorithms and related fields in AI

Relevant Education:
B.Tech, Computer Science, IIT Kharagpur, 2012-2016
Online Courses

Projects and Internships:
A new framework for clustering mixed data, May-June, 2014
Improving YouTube personalization using clustering of videos, May-July, 2015
Automatic identification of argumentation structure in text (B.Tech. Project), February 2015-Present
Constructing character profiles and networks in Gladiator using an unsupervised approach (SNLP Term Project), August - November, 2015

Publications/Reports:

Clustering of Mixed Data by Integrating Fuzzy, Probabilistic, and Collaborative Clustering Framework

Arkanath Pathak, Nikhil R. Pal, International Journal of Fuzzy Systems, 2016, Volume 18, Issue 3, pp 339–348
The accepted manuscript for the work can be found at http://arkanath.com/projects/manuscript_s14.pdf. The final publication is available at Springer via http://dx.doi.org/10.1007/s40815-016-0168-y.

A Two-Phase Approach Towards Identifying Argument Structure in Natural Language

Arkanath Pathak, Pawan Goyal, Plaban Bhowmick, to be presented as a full paper at NLPTEA 2016. The 3rd Workshop on Natural Language Processing Techniques for Educational Applications (NLPTEA 2016). Held in conjunction with COLING 2016.
The accepted manuscript for the work can be found at http://arkanath.com/projects/btp.pdf.

An overview of distributed MST algorithms

Arkanath Pathak, Buddha Prakash, Utpal, Palash Mittal, submitted at Scribd, 2016
This report was prepared for the course Distributed Systems (CS60002) at IIT Kharagpur. This report is freely available at https://www.scribd.com/doc/312664267/An-overview-of-distributed-MST-algorithms.