Kleinberg, Samantha

11 publications

CHIL 2025 Benchmarking Missing Data Imputation Methods for Time Series Using Real-World Test Cases Adedolapo Aishat Toye, Asuman Celik, Samantha Kleinberg

CHIL 2024 Simulation of Health Time Series with Nonstationarity Adedolapo Aishat Toye, Louis Gomez, Samantha Kleinberg

IJCAI 2021 Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare Chang Lu, Chandan K. Reddy, Prithwish Chakraborty, Samantha Kleinberg, Yue Ning

MLHC 2021 Hierarchical Information Criterion for Variable Abstraction Mark Mirtchouk, Bharat Srikishan, Samantha Kleinberg

MLHC 2020 Comparing Machine Learning Techniques for Blood Glucose Forecasting Using Free-Living and Patient Generated Data Hadia Hameed, Samantha Kleinberg

MLHC 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

MLHC 2019 Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series Min Zheng, Samantha Kleinberg

AAAI 2016 Causal Explanation Under Indeterminism: A Sampling Approach Christopher A. Merck, Samantha Kleinberg

IJCAI 2013 Causal Inference with Rare Events in Large-Scale Time-Series Data Samantha Kleinberg

IJCAI 2011 A Logic for Causal Inference in Time Series with Discrete and Continuous Variables Samantha Kleinberg

UAI 2009 The Temporal Logic of Causal Structures Samantha Kleinberg, Bud Mishra