3 papers
cs.LG2026
LUMOS: Large User MOdels for User Behavior Prediction
Dhruv Nigam, Naman Agarwal, Krishna Murthy +1
User behavior prediction at scale remains a critical challenge for online B2C platforms. Traditional approaches rely heavily on task-specific models and domain-specific feature eng…
eess.AS2025
Single Channel Blind Dereverberation of Speech Signals
Dhruv Nigam
Dereverberation of recorded speech signals is one of the most pertinent problems in speech processing. In the present work, the objective is to understand and implement dereverbera…
cs.LG2024
ForeCal: Random Forest-based Calibration for DNNs
Dhruv Nigam
Deep neural network(DNN) based classifiers do extremely well in discriminating between observations, resulting in higher ROC AUC and accuracy metrics, but their outputs are often m…