Samantha Kleinberg

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 27

Top Topics

Multivariate Time Series

Decision Making

Information Criterion

Top Venues

J. Biomed. Informatics

Publications

Bharat Srikishan, Samantha Kleinberg
Causal Discovery with Stage Variables for Health Time Series. CoRR (2023)
Elena Korshakova, Jessecae K. Marsh, Samantha Kleinberg
Quantifying the Utility of Complexity and Feedback Loops in Causal Models for Decision Making. CogSci (2023)
Samantha Kleinberg, Elena Korshakova, Jessecae K. Marsh
How Beliefs Influence Perceptions of Choices. CogSci (2023)
Jessecae K. Marsh, Cayse Coachys, Samantha Kleinberg
The Compelling Complexity of Conspiracy Theories. CogSci (2022)
Samantha Kleinberg, Eren Alay, Jessecae K. Marsh
Absence Makes the Trust in Causal Models Grow Stronger. CogSci (2022)
Mark Mirtchouk, Samantha Kleinberg
Detecting Granular Eating Behaviors From Body-worn Audio and Motion Sensors. BHI (2021)
Samantha Kleinberg, Jessecae K. Marsh
It's Complicated: Improving Decisions on Causally Complex Topics. CogSci (2021)
Chang Lu, Chandan K. Reddy, Prithwish Chakraborty, Samantha Kleinberg, Yue Ning
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare. IJCAI (2021)
Chang Lu, Chandan K. Reddy, Prithwish Chakraborty, Samantha Kleinberg, Yue Ning
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare. CoRR (2021)
Mark Mirtchouk, Bharat Srikishan, Samantha Kleinberg
Hierarchical Information Criterion for Variable Abstraction. MLHC (2021)
Samantha Kleinberg, Jessecae Marsh
Tell me something I don't know: How perceived knowledge influences the use of information during decision making. CogSci (2020)
Hadia Hameed, Samantha Kleinberg
Comparing Machine Learning Techniques for Blood Glucose Forecasting Using Free-living and Patient Generated Data. MLHC (2020)
Hadia Hameed, Samantha Kleinberg
Investigating Potentials and Pitfalls of Knowledge Distillation Across Datasets for Blood Glucose Forecasting. KDH@ECAI (2020)
Min Zheng, Jessecae Marsh, Samantha Kleinberg
The Role of Causal Information and Perceived Knowledge in Decision-Making. CogSci (2019)
Mark Mirtchouk, Dana L. McGuire, Andrea L. Deierlein, Samantha Kleinberg
Automated Estimation of Food Type from Body-worn Audio and Motion Sensors in Free-Living Environments. MLHC (2019)
Min Zheng, Samantha Kleinberg
Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series. MLHC (2019)
Min Zheng, Baohua Ni, Samantha Kleinberg
Automated meal detection from continuous glucose monitor data through simulation and explanation. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Tahsin T. Yavuz, Jan Claassen, Samantha Kleinberg
Lagged Correlations among Physiological Variables as Indicators of Consciousness in Stroke Patients. AMIA (2019)
Zahra Ebrahimzadeh, Min Zheng, Selcuk Karakas, Samantha Kleinberg
Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series. CoRR (2019)
Min Zheng, Jan Claassen, Samantha Kleinberg
Automated Identification of Causal Moderators in Time-Series Data. CD@KDD (2018)
R. Stanley Hum, Samantha Kleinberg
Replicability, Reproducibility, and Agent-based Simulation of Interventions. AMIA (2017)
Min Zheng, Samantha Kleinberg
A Method for Automating Token Causal Explanation and Discovery. FLAIRS Conference (2017)
Mark Mirtchouk, Drew Lustig, Alexandra Smith, Ivan Ching, Min Zheng, Samantha Kleinberg
Recognizing Eating from Body-Worn Sensors: Combining Free-living and Laboratory Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Mark Mirtchouk, Christopher A. Merck, Samantha Kleinberg
Automated estimation of food type and amount consumed from body-worn audio and motion sensors. UbiComp (2016)
Nathaniel Heintzman, Samantha Kleinberg
Using uncertain data from body-worn sensors to gain insight into type 1 diabetes. J. Biomed. Informatics 63 (2016)
Christopher A. Merck, Christina Maher, Mark Mirtchouk, Min Zheng, Yuxiao Huang, Samantha Kleinberg
Multimodality sensing for eating recognition. PervasiveHealth (2016)
Christopher A. Merck, Samantha Kleinberg
Causal Explanation Under Indeterminism: A Sampling Approach. AAAI (2016)
Shah Atiqur Rahman, Christopher A. Merck, Yuxiao Huang, Samantha Kleinberg
Unintrusive eating recognition using Google Glass. PervasiveHealth (2015)
Yuxiao Huang, Samantha Kleinberg
Fast and Accurate Causal Inference from Time Series Data. FLAIRS Conference (2015)
Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Nathaniel Heintzman, Samantha Kleinberg
Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data. J. Biomed. Informatics 58 (2015)
Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Samantha Kleinberg
Imputation of Missing Values in Time Series with Lagged Correlations. ICDM Workshops (2014)
Samantha Kleinberg
Causal Inference with Rare Events in Large-Scale Time-Series Data. IJCAI (2013)
Samantha Kleinberg, Noemie Elhadad
Lessons Learned in Replicating Data-Driven Experiments in Multiple Medical Systems and Patient Populations. AMIA (2013)
Samantha Kleinberg, Bud Mishra
The Temporal Logic of Causal Structures CoRR (2012)
Samantha Kleinberg
A Logic for Causal Inference in Time Series with Discrete and Continuous Variables. IJCAI (2011)
Samantha Kleinberg, George Hripcsak
A review of causal inference for biomedical informatics. J. Biomed. Informatics 44 (6) (2011)
Samantha Kleinberg, Bud Mishra
The Temporal Logic of Token Causes. KR (2010)
Antonina Mitrofanova, Samantha Kleinberg, Jane Carlton, Simon Kasif, Bud Mishra
Predicting malaria interactome classifications from time-course transcriptomic data along the intraerythrocytic developmental cycle. Artif. Intell. Medicine 49 (3) (2010)
Samantha Kleinberg, Bud Mishra
Metamorphosis: the Coming Transformation of Translational Systems Biology. ACM Queue 7 (9) (2009)
Samantha Kleinberg, Bud Mishra
The Temporal Logic of Causal Structures. UAI (2009)
Samantha Kleinberg, Bud Mishra
Psst: a web-based system for tracking political statements. WWW (2008)
Antonina Mitrofanova, Samantha Kleinberg, Jane Carlton, Simon Kasif, Bud Mishra
Systems Biology via Redescription and Ontologies (III): Protein Classification Using Malaria Parasite's Temporal Transcriptomic Profiles. BIBM (2008)