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Boosting for Postpartum Depression Prediction.
Sriraam Natarajan, Annu Prabhakar, Nandini Ramanan, Anna N. Baglione, Katie A. Siek, Kay Connelly: Boosting for Postpartum Depression Prediction. CHASE 2017: 232-240
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Discriminative boosted Bayes networks for learning multiple cardiovascular...
Nandini Ramanan, Shuo Yang, Shaun J. Grannis, Sriraam Natarajan: Discriminative boosted Bayes networks for learning multiple cardiovascular procedures. BIBM 2017: 870-873
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Structure Learning for Relational Logistic Regression: An Ensemble Approach.
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...
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Structure Learning for Relational Logistic Regression: An Ensemble Approach.
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...
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On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation...
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: 3498-3505
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One-Shot Induction of Generalized Logical Concepts via Human Guidance.
Mayukh Das, Nandini Ramanan, Janardhan Rao Doppa, Sriraam Natarajan: One-Shot Induction of Generalized Logical Concepts via Human Guidance. CoRR abs/1912.07060 (2019)
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Discriminative Non-Parametric Learning of Arithmetic Circuits.
Nandini Ramanan, Mayukh Das, Kristian Kersting, Sriraam Natarajan: Discriminative Non-Parametric Learning of Arithmetic Circuits. PGM 2020: 353-364
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Interactive Transfer Learning in Relational Domains.
Raksha Kumaraswamy, Nandini Ramanan, Phillip Odom, Sriraam Natarajan: Interactive Transfer Learning in Relational Domains. Künstliche Intell. 34(2): 181-192 (2020)
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Few-Shot Induction of Generalized Logical Concepts via Human Guidance.
Mayukh Das, Nandini Ramanan, Janardhan Rao Doppa, Sriraam Natarajan: Few-Shot Induction of Generalized Logical Concepts via Human Guidance. Frontiers Robotics AI 7: 122 (2020)
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Causal Learning From Predictive Modeling for Observational Data.
Nandini Ramanan, Sriraam Natarajan: Causal Learning From Predictive Modeling for Observational Data. Frontiers Big Data 3: 535976 (2020)
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Real-time Drift Detection on Time-series Data.
Nandini Ramanan, Rasool Tahmasbi, Marjorie Sayer, Deokwoo Jung, Shalini Hemachandran, Claudionor José Nunes Coelho Jr.: Real-time Drift Detection on Time-series Data. CoRR abs/2110.06383 (2021)
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Time Series Anomaly Detection with label-free Model Selection.
Deokwoo Jung, Nandini Ramanan, Mehrnaz Amjadi, Sankeerth Rao Karingula, Jake Taylor, Claudionor José Nunes Coelho Jr.: Time Series Anomaly Detection with label-free Model Selection. CoRR abs/2106.07473...
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Log2NS: Enhancing Deep Learning Based Analysis of Logs With Formal to Prevent...
Charanraj Thimmisetty, Praveen Tiwari, Didac Gil de la Iglesia, Nandini Ramanan, Marjorie Sayer, Viswesh Ananthakrishnan, Claudionor José Nunes Coelho Jr.: Log2NS: Enhancing Deep Learning Based...
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Boosted Embeddings for Time Series Forecasting.
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...
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Boosted Embeddings for Time-Series Forecasting.
Sankeerth Rao Karingula, Nandini Ramanan, Rasool Tahmasbi, Mehrnaz Amjadi, Deokwoo Jung, Ricky Si, Charanraj Thimmisetty, Luisa F. Polanía, Marjorie Sayer, Jake Taylor, Claudionor Nunes Coelho: Boosted...
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Structure learning for relational logistic regression: an ensemble approach.
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...
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Contrastive Credibility Propagation for Reliable Semi-Supervised Learning.
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...
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Active Feature Acquisition via Human Interaction in Relational domains.
Nandini Ramanan, Phillip Odom, Kristian Kersting, Sriraam Natarajan: Active Feature Acquisition via Human Interaction in Relational domains. COMAD/CODS 2023: 70-78
View ArticleRelational Active Feature Elicitation for DDDAS.
Nandini Ramanan, Phillip Odom, Erik Blasch, Kristian Kersting, Sriraam Natarajan: Relational Active Feature Elicitation for DDDAS. DDDAS 2022: 227-232
View ArticleActive feature elicitation: An unified framework.
Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac, Sriraam Natarajan: Active feature elicitation: An unified framework. Frontiers Artif. Intell. 6 (2023)
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