Nandini Ramanan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Transfer Learning

Drift Detection

Relational Domains

Top Venues

Frontiers Robotics AI

Data Min. Knowl. Discov.

Publications

Brody Kutt, Pralay Ramteke, Xavier Mignot, Pamela Toman, Nandini Ramanan, Sujit Rokka Chhetri, Shan Huang, Min Du, William Hewlett
Contrastive Credibility Propagation for Reliable Semi-supervised Learning. AAAI (2024)
Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac, Sriraam Natarajan
Active feature elicitation: An unified framework. Frontiers Artif. Intell. 6 (2023)
Nandini Ramanan, Phillip Odom, Kristian Kersting, Sriraam Natarajan
Active Feature Acquisition via Human Interaction in Relational domains. COMAD/CODS (2023)
Nandini Ramanan, Phillip Odom, Erik Blasch, Kristian Kersting, Sriraam Natarajan
Relational Active Feature Elicitation for DDDAS. DDDAS (2022)
Brody Kutt, Pamela Toman, Xavier Mignot, Sujit Rokka Chhetri, Shan Huang, Nandini Ramanan, Min Du, William Hewlett
Contrastive Credibility Propagation for Reliable Semi-Supervised Learning. CoRR (2022)
Charanraj Thimmisetty, Praveen Tiwari, Didac Gil de la Iglesia, Nandini Ramanan, Marjorie Sayer, Viswesh Ananthakrishnan, Claudionor Nunes Coelho Jr.
Log2NS: Enhancing Deep Learning Based Analysis of Logs With Formal to Prevent Survivorship Bias. CoRR (2021)
Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahareh Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan
Structure learning for relational logistic regression: an ensemble approach. Data Min. Knowl. Discov. 35 (5) (2021)
Sankeerth Rao Karingula, Nandini Ramanan, Rasool Tahsambi, Mehrnaz Amjadi, Deokwoo Jung, Ricky Si, Charanraj Thimmisetty, Claudionor José Nunes Coelho Jr.
Boosted Embeddings for Time Series Forecasting. CoRR (2021)
Deokwoo Jung, Nandini Ramanan, Mehrnaz Amjadi, Sankeerth Rao Karingula, Jake Taylor, Claudionor Nunes Coelho Jr.
Time Series Anomaly Detection with label-free Model Selection. CoRR (2021)
Nandini Ramanan, Rasool Tahmasbi, Marjorie Sayer, Deokwoo Jung, Shalini Hemachandran, Claudionor Nunes Coelho Jr.
Real-time Drift Detection on Time-series Data. CoRR (2021)
Sankeerth Rao Karingula, Nandini Ramanan, Rasool Tahmasbi, Mehrnaz Amjadi, Deokwoo Jung, Ricky Si, Charanraj Thimmisetty, Luisa F. Polania, Marjorie Sayer, Jake Taylor, Claudionor Nunes Coelho
Boosted Embeddings for Time-Series Forecasting. LOD (2021)
Nandini Ramanan, Mayukh Das, Kristian Kersting, Sriraam Natarajan
Discriminative Non-Parametric Learning of Arithmetic Circuits. PGM (2020)
Raksha Kumaraswamy, Nandini Ramanan, Phillip Odom, Sriraam Natarajan
Interactive Transfer Learning in Relational Domains. Künstliche Intell. 34 (2) (2020)
Nandini Ramanan, Sriraam Natarajan
Causal Learning From Predictive Modeling for Observational Data. Frontiers Big Data 3 (2020)
Mayukh Das, Nandini Ramanan, Janardhan Rao Doppa, Sriraam Natarajan
Few-Shot Induction of Generalized Logical Concepts via Human Guidance. Frontiers Robotics AI 7 (2020)
Mayukh Das, Nandini Ramanan, Janardhan Rao Doppa, Sriraam Natarajan
One-Shot Induction of Generalized Logical Concepts via Human Guidance. CoRR (2019)
Sriraam Natarajan, Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac
On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach. IJCAI (2018)
Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan
Structure Learning for Relational Logistic Regression: An Ensemble Approach. KR (2018)
Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan
Structure Learning for Relational Logistic Regression: An Ensemble Approach. CoRR (2018)
Nandini Ramanan, Shuo Yang, Shaun J. Grannis, Sriraam Natarajan
Discriminative boosted Bayes networks for learning multiple cardiovascular procedures. BIBM (2017)
Sriraam Natarajan, Annu Prabhakar, Nandini Ramanan, Anna N. Baglione, Katie A. Siek, Kay Connelly
Boosting for Postpartum Depression Prediction. CHASE (2017)