7 citations · 12 across the 6 of their papers we have counts for
7 papers
Persistence Homology of TEDtalk: Do Sentence Embeddings Have a Topological Shape?
Shouman Das, Syed A. Haque, Md. Iftekhar Tanveer
\emph{Topological data analysis} (TDA) has recently emerged as a new technique to extract meaningful discriminitve features from high dimensional data. In this paper, we investigat…
Fairness in Rating Prediction by Awareness of Verbal and Gesture Quality of Public Speeches
Ankani Chattoraj, Rupam Acharyya, Shouman Das +2
The role of verbal and non-verbal cues towards great public speaking has been a topic of exploration for many decades. We identify a commonality across present theories, the elemen…
On the Structure of Polyhedral Products
Shouman Das
In this thesis, we study the structure of the polyhedral product determined by an abstract simplicial complex and the pair $(D^…
Statistical Mechanical Analysis of Neural Network Pruning
Rupam Acharyya, Ankani Chattoraj, Boyu Zhang +2
Deep learning architectures with a huge number of parameters are often compressed using pruning techniques to ensure computational efficiency of inference during deployment. Despit…
Detection and Mitigation of Bias in Ted Talk Ratings
Rupam Acharyya, Shouman Das, Ankani Chattoraj +2
Unbiased data collection is essential to guaranteeing fairness in artificial intelligence models. Implicit bias, a form of behavioral conditioning that leads us to attribute predet…
FairyTED: A Fair Rating Predictor for TED Talk Data
Rupam Acharyya, Shouman Das, Ankani Chattoraj +1
With the recent trend of applying machine learning in every aspect of human life, it is important to incorporate fairness into the core of the predictive algorithms. We address the…
Genus of The Hypercube Graph And Real Moment-Angle Complexes
Shouman Das
In this paper we demonstrate a calculation to find the genus of the hypercube graph using real moment-angle complex where is…