Dominik Meier
PhD Student in Computer Science, Cornell Tech
me [AT] dominikmeier.io
Bio
I'm a PhD student in Computer Science at Cornell Tech, where I research algorithmic decision-making systems in high-stakes domains like healthcare. My work focuses on designing algorithms that transform personally collected data into meaningful insights, enabling individuals to reflect, experiment, and take informed action. I am co-advised by Kyra Gan and Raaz Dwivedi.
Publications
Most recent publications on Google
Scholar.
‡ indicates equal contribution.
Clustering by Denoising: Latent plug-and-play diffusion for single-cell data
Dominik Meier, Shixing Yu, Sagnik Nandy, Promit Ghosal, Kyra Gan
Under review
When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery
Dominik Meier‡, Sujai Hiremath‡, Promit Ghosal, Kyra Gan
Neurips 2025
Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits
Brian Cho, Dominik Meier, Kyra Gan, Nathan Kallus
AISTATS 2025
Clustering by Denoising: Latent plug-and-play diffusion for single-cell data
Dominik Meier, Shixing Yu, Sagnik Nandy, Promit Ghosal, Kyra Gan
Under review
When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery
Dominik Meier‡, Sujai Hiremath‡, Promit Ghosal, Kyra Gan
Neurips 2025
Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits
Brian Cho, Dominik Meier, Kyra Gan, Nathan Kallus
AISTATS 2025
Designing and Evaluating an Online Reinforcement Learning Agent for Physical Exercise Recommendations in N-of-1 Trials
Dominik Meier, Ipek Ensari, Stefan Konigorski
ML4H'23: Proceedings of the 3rd Machine Learning for Health Symposium. 2023.
GPUCSL: GPU-Based Library for Causal Structure Learning
Tom Braun, Ben Hurdelhey, Dominik Meier, Petr Tsayun, Christopher Hagedorn, Johannes Huegle, Rainer Schlosser
ICDMW'22: 2022 IEEE International Conference on Data Mining Workshops. 2022.
Trusscillator: A System for Fabricating Human-Scale Human-Powered Oscillating Devices
Robert Kovacs, Lukas Rambold, Lukas Fritzsche, Dominik Meier, Jotaro Shigeyama, Shohei Katakura, Ran Zhang, Patrick Baudisch
UIST'21: The 34th Annual ACM Symposium on User Interface Software and Technology. 2021.
Structure-Preserving Editing of Plates and Volumes for Laser Cutting
Thijs Roumen, Ingo Apel, Thomas Kern, Martin Taraz, Ritesh Sharma, Ole Schlueter, Jeffrey Johnson, Dominik Meier, Conrad Lempert, Patrick Baudisch
SCF'22: Symposium on Computational Fabrication. 2022.
Toward Exploratory Understanding of Software Using Test Suites
Dominik Meier, Toni Mattis, Robert Hirschfeld
Programming'21: Companion Proceedings of the 5th International Conference on the Art, Science, and Engineering of Programming. 2021.
Projects
CV
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Cornell Tech Aug 2024 - presentPh.D. Student
Computer Science -
Brown University Oct - Dec 2023Visiting Master Student
Bayesian models for adaptive intervention selection
PROMOS scholarship from DAAD -
Hasso Plattner Institute Oct 2019 - Aug 2024M.Sc. IT-Systems Engineering
With distinction
Special interests: HCI, Digital Health, Innovation -
Hasso Plattner Institute Oct 2016 - Sep 2019B.Sc. IT-Systems Engineering
With distinction
Special interests: HCI, Big Data Analysis, Algorithm Engineering
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