2 citations · 2 across the 2 of their papers we have counts for
4 papers
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning
Pretom Roy Ovi, Emon Dey, Nirmalya Roy +1
Federated Learning (FL) enables collaborative model building among a large number of participants without the need for explicit data sharing. But this approach shows vulnerabilitie…
OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users
Emon Dey, Nirmalya Roy
Stay at home order during the COVID-19 helps flatten the curve but ironically, instigate mental health problems among the people who have Substance Use Disorders. Measuring the ele…
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment
Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes +2
Cognitive impairment has become epidemic in older adult population. The recent advent of tiny wearable and ambient devices, a.k.a Internet of Things (IoT) provides ample platforms…
Estimating Buildings' Parameters over Time Including Prior Knowledge
Nilavra Pathak, James Foulds, Nirmalya Roy +2
Modeling buildings' heat dynamics is a complex process which depends on various factors including weather, building thermal capacity, insulation preservation, and residents' behavi…