Samantha Kleinberg

According to our database, Samantha Kleinberg authored at least 41 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Causal Discovery with Stage Variables for Health Time Series.

Bharat Srikishan, Samantha Kleinberg

CoRR, 2023

Quantifying the Utility of Complexity and Feedback Loops in Causal Models for Decision Making.

Elena Korshakova, Jessecae K. Marsh, Samantha Kleinberg

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

How Beliefs Influence Perceptions of Choices.

Samantha Kleinberg, Elena Korshakova, Jessecae K. Marsh

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

The Compelling Complexity of Conspiracy Theories.

Jessecae K. Marsh, Cayse Coachys, Samantha Kleinberg

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Absence Makes the Trust in Causal Models Grow Stronger.

Samantha Kleinberg, Eren Alay, Jessecae K. Marsh

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021

Hierarchical Information Criterion for Variable Abstraction.

Mark Mirtchouk, Bharat Srikishan, Samantha Kleinberg

Proceedings of the Machine Learning for Healthcare Conference, 2021

Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare.

Chang Lu, Chandan K. Reddy, Prithwish Chakraborty, Samantha Kleinberg, Yue Ning

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

It's Complicated: Improving Decisions on Causally Complex Topics.

Samantha Kleinberg, Jessecae K. Marsh

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Detecting Granular Eating Behaviors From Body-worn Audio and Motion Sensors.

Mark Mirtchouk, Samantha Kleinberg

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

Comparing Machine Learning Techniques for Blood Glucose Forecasting Using Free-living and Patient Generated Data.

Hadia Hameed, Samantha Kleinberg

Proceedings of the Machine Learning for Healthcare Conference, 2020

Investigating Potentials and Pitfalls of Knowledge Distillation Across Datasets for Blood Glucose Forecasting.

Hadia Hameed, Samantha Kleinberg

Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

Tell me something I don't know: How perceived knowledge influences the use of information during decision making.

Samantha Kleinberg, Jessecae K. Marsh

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Automated meal detection from continuous glucose monitor data through simulation and explanation.

Min Zheng, Baohua Ni, Samantha Kleinberg

J. Am. Medical Informatics Assoc., 2019

Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series.

Zahra Ebrahimzadeh, Min Zheng, Selcuk Karakas, Samantha Kleinberg

CoRR, 2019

Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series.

Min Zheng, Samantha Kleinberg

Proceedings of the Machine Learning for Healthcare Conference, 2019

Automated Estimation of Food Type from Body-worn Audio and Motion Sensors in Free-Living Environments.

Mark Mirtchouk, Dana L. McGuire, Andrea L. Deierlein, Samantha Kleinberg

Proceedings of the Machine Learning for Healthcare Conference, 2019

The Role of Causal Information and Perceived Knowledge in Decision-Making.

Min Zheng, Jessecae K. Marsh, Samantha Kleinberg

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Lagged Correlations among Physiological Variables as Indicators of Consciousness in Stroke Patients.

Tahsin T. Yavuz, Jan Claassen, Samantha Kleinberg

Proceedings of the AMIA 2019, 2019

2018

Automated Identification of Causal Moderators in Time-Series Data.

Min Zheng, Jan Claassen, Samantha Kleinberg

Proceedings of 2018 ACM SIGKDD Workshop on Causal Discovery, 2018

2017

Recognizing Eating from Body-Worn Sensors: Combining Free-living and Laboratory Data.

Mark Mirtchouk, Drew Lustig, Alexandra Smith, Ivan Ching, Min Zheng, Samantha Kleinberg

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

A Method for Automating Token Causal Explanation and Discovery.

Min Zheng, Samantha Kleinberg

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Replicability, Reproducibility, and Agent-based Simulation of Interventions.

R. Stanley Hum, Samantha Kleinberg

Proceedings of the AMIA 2017, 2017

2016

Using uncertain data from body-worn sensors to gain insight into type 1 diabetes.

Nathaniel Heintzman, Samantha Kleinberg

J. Biomed. Informatics, 2016

Multimodality sensing for eating recognition.

Christopher A. Merck, Christina Maher, Mark Mirtchouk, Min Zheng, Yuxiao Huang, Samantha Kleinberg

Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

Automated estimation of food type and amount consumed from body-worn audio and motion sensors.

Mark Mirtchouk, Christopher A. Merck, Samantha Kleinberg

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Causal Explanation Under Indeterminism: A Sampling Approach.

Christopher A. Merck, Samantha Kleinberg

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data.

Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Nathaniel Heintzman, Samantha Kleinberg

J. Biomed. Informatics, 2015

Unintrusive eating recognition using Google Glass.

Shah Atiqur Rahman, Christopher A. Merck, Yuxiao Huang, Samantha Kleinberg

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Fast and Accurate Causal Inference from Time Series Data.

Yuxiao Huang, Samantha Kleinberg

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014

Imputation of Missing Values in Time Series with Lagged Correlations.

Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Samantha Kleinberg

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013

Causal Inference with Rare Events in Large-Scale Time-Series Data.

Samantha Kleinberg

Proceedings of the IJCAI 2013, 2013

Lessons Learned in Replicating Data-Driven Experiments in Multiple Medical Systems and Patient Populations.

Samantha Kleinberg, Noemie Elhadad

Proceedings of the AMIA 2013, 2013

2011

A review of causal inference for biomedical informatics.

Samantha Kleinberg, George Hripcsak

J. Biomed. Informatics, 2011

A Logic for Causal Inference in Time Series with Discrete and Continuous Variables.

Samantha Kleinberg

Proceedings of the IJCAI 2011, 2011

2010

An Algorithmic Enquiry Concerning Causality.

Samantha Kleinberg

PhD thesis, 2010

Predicting malaria interactome classifications from time-course transcriptomic data along the intraerythrocytic developmental cycle.

Antonina Mitrofanova, Samantha Kleinberg, Jane Carlton, Simon Kasif, Bud Mishra

Artif. Intell. Medicine, 2010

The Temporal Logic of Token Causes.

Samantha Kleinberg, Bud Mishra

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Twelfth International Conference, 2010

2009

Metamorphosis: the Coming Transformation of Translational Systems Biology.

Samantha Kleinberg, Bud Mishra

ACM Queue, 2009

The Temporal Logic of Causal Structures.

Samantha Kleinberg, Bud Mishra

Proceedings of the UAI 2009, 2009

2008

Psst: a web-based system for tracking political statements.

Samantha Kleinberg, Bud Mishra

Proceedings of the 17th International Conference on World Wide Web, 2008

Systems Biology via Redescription and Ontologies (III): Protein Classification Using Malaria Parasite's Temporal Transcriptomic Profiles.

Antonina Mitrofanova, Samantha Kleinberg, Jane Carlton, Simon Kasif, Bud Mishra

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008