Nandini Ramanan

Work-In-Progress : Ensemble Causal Learning for Modeling Post-Partum Depression

S. Natarajan, Nandini Ramanan, 2019 .

Contrastive Credibility Propagation for Reliable Semi-Supervised Learning

Sujit Rokka Chhetri, W. Hewlett, Min Du, 2022, 2211.09929.

Active Feature Acquisition via Human Interaction in Relational domains

K. Kersting, Sriraam Natarajan, Phillip Odom, 2023, COMAD/CODS.

Structure learning for relational logistic regression: an ensemble approach

Kristian Kersting, Sriraam Natarajan, Seyed Mehran Kazemi, 2018, Data Mining and Knowledge Discovery.

Boosted Embeddings for Time Series Forecasting pdf

Mehrnaz Amjadi, Nandini Ramanan, Sankeerth Rao Karingula, 2021, LOD.

Boosting for Postpartum Depression Prediction

Sriraam Natarajan, Katie A. Siek, Kay Connelly, 2017, 2017 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).

Causal Learning From Predictive Modeling for Observational Data

Sriraam Natarajan, Nandini Ramanan, S. Natarajan, 2020, Frontiers in Big Data.

Log2NS: Enhancing Deep Learning Based Analysis of Logs With Formal to Prevent Survivorship Bias pdf

Praveen Tiwari, Didac Gil, Nandini Ramanan, 2021, ArXiv.

One-Shot Induction of Generalized Logical Concepts via Human Guidance

Janardhan Rao Doppa, Mayukh Das, Sriraam Natarajan, 2019, ArXiv.

On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach

Sriraam Natarajan, Predrag Radivojac, Gautam Kunapuli, 2018, IJCAI.

Contrastive Credibility Propagation for Reliable Semi-Supervised Learning

Sujit Rokka Chhetri, W. Hewlett, Min Du, 2022, ArXiv.

Active feature elicitation: An unified framework

Sriraam Natarajan, P. Radivojac, Gautam Kunapuli, 2023, Frontiers in Artificial Intelligence.

Contrastive Credibility Propagation for Reliable Semi-Supervised Learning

Sujit Rokka Chhetri, W. Hewlett, Min Du, 2022, arXiv.org.