Predrag Klasnja

14 papers A* 3A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Active Measuring in Reinforcement Learning With Delayed Negative Effects.
CoRR
Daiqi Gao, Ziping Xu, Aseel Rawashdeh, Predrag Klasnja, Susan A. Murphy
2025 A* conf
Designing Daily Supports for Parent-Child Conversations about Emotion: Ecological Momentary Assessment as Intervention.
CHI
Seray B. Ibrahim, Predrag Klasnja, James J. Gross, Petr Slovák
2025 A conf
Harnessing Causality in Reinforcement Learning with Bagged Decision Times.
AISTATS
Daiqi Gao, Hsin-Yu Lai, Predrag Klasnja, Susan A. Murphy
2025 A* conf
Micro-narratives: A Scalable Method for Eliciting Stories of People's Lived Experience.
CHI
Amira Skeggs, Ashish Mehta, Valerie Yap, Seray B. Ibrahim, Charla Rhodes, James J. Gross, Sean A. Munson, Predrag Klasnja, Amy C. Orben, Petr Slovák
2025 J jnl
Model predictive control in mHealth: a decision framework for optimised personalised physical activity interventions.
Int. J. Control
Mohamed El Mistiri, Daniel E. Rivera, Predrag Klasnja, Junghwan Park, Eric B. Hekler
2025 J jnl
Physical activity and diet just-in-time adaptive intervention to reduce blood pressure: a randomized controlled trial.
npj Digit. Medicine
Michael P. Dorsch, Jessica R. Golbus, Rachel Stevens, Brad Trumpower, Tanima Basu, Evan Luff, Kimberly Warden, Michael Giacalone, Sarah Bailey, Gabriella V. Rubick, Sonali R. Mishra, Predrag Klasnja, Mark W. Newman, Lesli E. Skolarus, Brahmajee K. Nallamothu
2024 A* conf
AI-Assisted Causal Pathway Diagram for Human-Centered Design.
CHI
Ruican Zhong, Donghoon Shin, Rosemary Meza, Predrag Klasnja, Lucas Colusso, Gary Hsieh
2024 J jnl
AI-Assisted Causal Pathway Diagram for Human-Centered Design.
CoRR
Ruican Zhong, Donghoon Shin, Rosemary Meza, Predrag Klasnja, Lucas Colusso, Gary Hsieh
2024 — conf
Conducting Research at the Intersection of HCI and Health: Building and Supporting Teams with Diverse Expertise to Increase Public Health Impact.
CHI Extended Abstracts
Elena Agapie, Ravi Karkar, Tricia Aung, Eleanor R. Burgess, Munyaradzi Joel Chinguwa, Andrea K. Graham, Predrag Klasnja, Aaron Lyon, Terika McCall, Sean A. Munson, Francisco Nunes, Katie P. Osterhage
2024 J jnl
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling.
Mach. Learn.
Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasnja, Peng Liao, Kelly W. Zhang, Susan A. Murphy
2024 J jnl
Effect-Invariant Mechanisms for Policy Generalization.
J. Mach. Learn. Res.
Sorawit Saengkyongam, Niklas Pfister, Predrag Klasnja, Susan A. Murphy, Jonas Peters
2024 J jnl
Harnessing Causality in Reinforcement Learning With Bagged Decision Times.
CoRR
Daiqi Gao, Hsin-Yu Lai, Predrag Klasnja, Susan A. Murphy
2024 J jnl
Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach.
J. Biomed. Informatics
Steven De La Torre, Mohamed El Mistiri, Eric B. Hekler, Predrag Klasnja, Benjamin M. Marlin, Misha Pavel, Donna Spruijt-Metz, Daniel E. Rivera
2023 J jnl
Online model selection by learning how compositional kernels evolve.
Trans. Mach. Learn. Res.
Eura Shin, Predrag Klasnja, Susan A. Murphy, Finale Doshi-Velez