1 citations · 2 across the 9 of their papers we have counts for
4 papers · 1 filter
Heterogeneous transfer learning for high-dimensional regression with feature mismatch
Jae Ho Chang, Massimiliano Russo, Subhadeep Paul
We study Heterogeneous Transfer Learning (HTL) for high-dimensional regression with differing feature sets. Such feature mismatch arises when some variables available in a data-ric…
The co-varying ties between networks and item responses via latent variables
Selena Wang, Plamena Powla, Tracy Sweet +1
Relationships among teachers are known to influence their teaching-related perceptions. We study whether and how teachers' advising relationships (networks) are related to their pe…
Embedding Network Autoregression for time series analysis and causal peer effect inference
Jae Ho Chang, Subhadeep Paul
We propose an Embedding Network Autoregressive Model for multivariate networked longitudinal data. We assume the network is generated from a latent variable model, and these unobse…
Spatial autoregressive model with measurement error in covariates
Subhadeep Paul, Shanjukta Nath
The Spatial AutoRegressive model (SAR) is commonly used in studies involving spatial and network data to estimate the spatial or network peer influence and the effects of covariate…