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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
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Posts
Double Q-Learning
Published:
Deep Double Q-Learning — Why you should use it [Link]
portfolio
Portfolio item number 1
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Portfolio item number 2
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publications
A Meta-cognitive Recurrent Fuzzy Inference System with Memory Neurons (McRFIS-MN) and its Fast Learning Algorithm for Time Series Forecasting
Published in The 2018 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2018), Bangalore, India, 2018
This paper proposes to introduce recurrence in fuzzy neural networks and training using the one-shot Project-Based Learning algorithm for faster prediction.
Recommended citation: Samanta, S., Ghosh, S., & Sundaram, S. (2018). A Meta-cognitive Recurrent Fuzzy Inference System with Memory Neurons (McRFIS-MN) and its Fast Learning Algorithm for Time Series Forecasting.
talks
Page Rank for Word Sense Disambiguation
Published:
Presented the idea of exploiting the capability of the Page Rank algorithm to handle the circularity of word definitions for an application in word sense disambiguation. [Slides]
Recurrence in Fuzzy Neural Networks and a faster training algorithm for Time Series forecasting
Published:
Presented our novelty approach in having introduced recurrence in fuzzy inference systems, while using a faster one-shot projectionbased learning algorithm for time series forecasting [Slides]
teaching
Deep Learning Masterclass
Workshop, Indian Institute of Technology Madras, 2018
Conducted classes covering basics of Machine Learning and Deep Learning, Optimization, Regularization, CNNs, Word Vectors, RNNs and Encoder-Decoder Models for an audience of 90 people comprising Undergraduate and Post-Graduate students