We develop a gradient-boosting technique for learning RLR models. We derive the gradients for the...

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Structure Learning for Relational Logistic Regression: An Ensemble Approach

Nandini Ramanan

Created: 05/30/2018

Investigating the significance of the change in representation in subsequent layers of a deep net...

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ResNets using Gradient boosted blocks of 2-Layer Neural Network

Nandini Ramanan

Created: 03/20/2019

In order to make OFFICE a better place for VISUALLY IMPAIRED, who experience serious difficulties...

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Recognition Assistance for Visually Impaired in Workplace using Computer Vision

Nandini Ramanan

Created: 05/25/2018

Recent work has identified the potential of machine-learning approaches in predicting medical con...

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Hybrid Learning of Bayesian Networks for Joint Modeling of Risk Factors from Survey Data

Nandini Ramanan

Created: 05/30/2018

In this work-in-progress paper, we speculate a method for learning causal models directly from da...

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Ensemble Causal Learning for Modeling Post-Partum Depression

Nandini Ramanan

Created: 03/20/2019

We consider the problem of predicting three procedures, viz, EKG, Angioplasty and Valve Replaceme...

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Discriminative Boosted Bayesian Networks For Learning Multiple Cardiovascular Procedures

Nandini Ramanan

Created: 05/25/2018