43 citations · 78 across the 20 of their papers we have counts for
3 papers · 1 filter
Joint Probability Estimation Using Tensor Decomposition and Dictionaries
Shaan ul Haque, Ajit Rajwade, Karthik S. Gurumoorthy
In this work, we study non-parametric estimation of joint probabilities of a given set of discrete and continuous random variables from their (empirically estimated) 2D marginals,…
A decision-tree framework to select optimal box-sizes for product shipments
Karthik S. Gurumoorthy, Abhiraj Hinge
In package-handling facilities, boxes of varying sizes are used to ship products. Improperly sized boxes with box dimensions much larger than the product dimensions create wastage…
Individual Treatment Effect Estimation Through Controlled Neural Network Training in Two Stages
Naveen Nair, Karthik S. Gurumoorthy, Dinesh Mandalapu
We develop a Causal-Deep Neural Network (CDNN) model trained in two stages to infer causal impact estimates at an individual unit level. Using only the pre-treatment features in st…