no code implementations • 18 Apr 2024 • Gargi Roy, Dalia Chakrabarty
We present a new strategy for learning the functional relation between a pair of variables, while addressing inhomogeneities in the correlation structure of the available data, by modelling the sought function as a sample function of a non-stationary Gaussian Process (GP), that nests within itself multiple other GPs, each of which we prove can be stationary, thereby establishing sufficiency of two GP layers.
2 code implementations • 19 Jan 2024 • Atanu Mandal, Gargi Roy, Amit Barman, Indranil Dutta, Sudip Kumar Naskar
With the recent surge and exponential growth of social media usage, scrutinizing social media content for the presence of any hateful content is of utmost importance.
no code implementations • COLING 2020 • Gargi Roy, Lipika Dey, Mohammad Shakir, Tirthankar Dasgupta
Performance of standard text analytics algorithms are known to be substantially degraded on consumer generated data, which are often very noisy.