Nandini Ramanan

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).

Interactive Transfer Learning in Relational Domains

Sriraam Natarajan, Phillip Odom, Nandini Ramanan, 2020, KI - Künstliche Intelligenz.

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.

Causal Learning From Predictive Modeling for Observational Data

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

Structure learning for relational logistic regression: an ensemble approach

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

Discriminative boosted Bayes networks for learning multiple cardiovascular procedures

Shaun J. Grannis, Shuo Yang, Sriraam Natarajan, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Boosted Embeddings for Time Series Forecasting pdf

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

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

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

Time Series Anomaly Detection with label-free Model Selection pdf

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

Real-time Drift Detection on Time-series Data pdf

Rasool Tahmasbi, Nandini Ramanan, Deokwoo Jung, 2021, ArXiv.

Discriminative Non-Parametric Learning of Arithmetic Circuits

Kristian Kersting, Sriraam Natarajan, Mayukh Das, 2020, PGM.