1 citations · 2 across the 9 of their papers we have counts for
9 papers
TADP-RME: A Trust-Adaptive Differential Privacy Framework for Enhancing Reliability of Data-Driven Systems
Labani Halder, Payel Sadhukhan, Sarbani Palit
Ensuring reliability in adversarial settings necessitates treating privacy as a foundational component of data-driven systems. While differential privacy and cryptographic protocol…
Blackening Cryosphere: Revealing Hotspot Shifts and HGB-Based Forecasting of Absorbing Aerosol Threats over the Himalayan Frozen Frontiers
Abira Sengupta, Ayoti Banerjee, Sarbani Palit +1
Black carbon and mineral dust are key absorbing aerosols that influence atmospheric radiation and increasingly threaten global cryospheric stability. This study examines the long-r…
GraMFedDHAR: Graph Based Multimodal Differentially Private Federated HAR
Labani Halder, Tanmay Sen, Sarbani Palit
Human Activity Recognition (HAR) using multimodal sensor data remains challenging due to noisy or incomplete measurements, scarcity of labeled examples, and privacy concerns. Tradi…
Quantized Redshift and its significance for recent observations
Arindam Mal, Sarbani Palit, Christopher C. Fulton +1
With the recent observational evidence in extra galactic astronomy, the interpretation of the nature of quasar redshift continues to be a research interest. Very high redshifts are…
Reconnoitering the class distinguishing abilities of the features, to know them better
Payel Sadhukhan, Sarbani palit, Kausik Sengupta
The relevance of machine learning (ML) in our daily lives is closely intertwined with its explainability. Explainability can allow end-users to have a transparent and humane reckon…
Redshift periodicity and its significance for Recent observation
Arindam Mal, Sarbani Palit, Sisir Roy
Recent observational evidence in extra galactic astronomy, the interpretation of the nature of quasar redshift continues to be research interest. Spectrum observation of high redsh…
Integrating Unsupervised Clustering and Label-specific Oversampling to Tackle Imbalanced Multi-label Data
Payel Sadhukhan, Arjun Pakrashi, Sarbani Palit +1
There is often a mixture of very frequent labels and very infrequent labels in multi-label datatsets. This variation in label frequency, a type class imbalance, creates a significa…
Fast Periodicity Estimation and Reconstruction of hidden components from noisy periodic signal
Bharadwaj Aryasomayajula, Dibakar Sil, Sarbani Palit
Periodicity estimation from an arbitrary length noisy signal is computationally very costly. A recently developed Ramanujan Fat Dictionary is one of the ways to find the hidden com…
An Analysis of Rhythmic Staccato-Vocalization Based on Frequency Demodulation for Laughter Detection in Conversational Meetings
Sucheta Ghosh, Milos Cernak, Sarbani Palit +1
Human laugh is able to convey various kinds of meanings in human communications. There exists various kinds of human laugh signal, for example: vocalized laugh and non vocalized la…