70 citations · 73 across the 3 of their papers we have counts for
5 papers
q0: Primitives for Hyper-Epoch Pretraining
Bishwas Mandal, Shmuel Berman, Akshay Vegesna +1
Multi-epoch training is becoming the standard now that compute is growing faster than the supply of high-quality text. But pretraining a single model saturates within a few passes,…
Initial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4
Bishwas Mandal, George Amariucai, Shuangqing Wei
We investigate the application of large language models (LLMs), specifically GPT-4, to scenarios involving the tradeoff between privacy and utility in tabular data. Our approach en…
Optimizing Privacy and Utility Tradeoffs for Group Interests Through Harmonization
Bishwas Mandal, George Amariucai, Shuangqing Wei
We propose a novel problem formulation to address the privacy-utility tradeoff, specifically when dealing with two distinct user groups characterized by unique sets of private and…
Perlustration on Mobile Forensics Tools
Utkarsha Shukla, Bishwas Mandal, K. V. D Kiran
Nowadays many people store more information in cellphones rather than do on their computer which leads to the increase of crimes taking place in mobile. This is also because of ext…
Masked Face Recognition using ResNet-50
Bishwas Mandal, Adaeze Okeukwu, Yihong Theis
Over the last twenty years, there have seen several outbreaks of different coronavirus diseases across the world. These outbreaks often led to respiratory tract diseases and have p…