3 citations · 3 across the 5 of their papers we have counts for
5 papers
Multi Armed Bandit Algorithms Based Virtual Machine Allocation Policy for Security in Multi-Tenant Distributed Systems
Pravin Patil, Geetanjali Kale, Tanmay Karmarkar +1
This work proposes a secure and dynamic VM allocation strategy for multi-tenant distributed systems using the Thompson sampling approach. The method proves more effective and secur…
Automated Assessment of Multimodal Answer Sheets in the STEM domain
Rajlaxmi Patil, Aditya Ashutosh Kulkarni, Ruturaj Ghatage +3
In the domain of education, the integration of,technology has led to a transformative era, reshaping traditional,learning paradigms. Central to this evolution is the automation,of…
On Importance of Pruning and Distillation for Efficient Low Resource NLP
Aishwarya Mirashi, Purva Lingayat, Srushti Sonavane +3
The rise of large transformer models has revolutionized Natural Language Processing, leading to significant advances in tasks like text classification. However, this progress deman…
TextGram: Towards a better domain-adaptive pretraining
Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum +4
For green AI, it is crucial to measure and reduce the carbon footprint emitted during the training of large language models. In NLP, performing pre-training on Transformer models r…
Robust Sentiment Analysis for Low Resource languages Using Data Augmentation Approaches: A Case Study in Marathi
Aabha Pingle, Aditya Vyawahare, Isha Joshi +3
Sentiment analysis plays a crucial role in understanding the sentiment expressed in text data. While sentiment analysis research has been extensively conducted in English and other…