3 citations · 6 across the 2 of their papers we have counts for
4 papers
Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles
Utkarsh Sarawgi, Wazeer Zulfikar, Rishab Khincha +1
Understanding and quantifying uncertainty in black box Neural Networks (NNs) is critical when deployed in real-world settings such as healthcare. Recent works using Bayesian and no…
Multimodal Inductive Transfer Learning for Detection of Alzheimer's Dementia and its Severity
Utkarsh Sarawgi, Wazeer Zulfikar, Nouran Soliman +1
Alzheimer's disease is estimated to affect around 50 million people worldwide and is rising rapidly, with a global economic burden of nearly a trillion dollars. This calls for scal…
PAL: A Wearable Platform for Real-time, Personalized and Context-Aware Health and Cognition Support
Mina Khan, Glenn Fernandes, Utkarsh Sarawgi +2
Personalized Active Learner (PAL) is a wearable system for real-time, personalized, and context-aware health and cognition support. PAL's system consists of a wearable device, mobi…
Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEG
Abhay Koushik, Judith Amores, Pattie Maes
We present the first real-time sleep staging system that uses deep learning without the need for servers in a smartphone application for a wearable EEG. We employ real-time adaptat…