Lukasz Kidzinski

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Smart Environments

Reinforcement Learning

Recommender Systems

Top Venues

npj Digit. Medicine

Publications

Lukasz Kidzinski, Trevor Hastie
Modeling Longitudinal Data Using Matrix Completion. J. Comput. Graph. Stat. 33 (2) (2024)
Melissa A. Boswell, Lukasz Kidzinski, Jennifer L. Hicks, Scott D. Uhlrich, Antoine Falisse, Scott L. Delp
Smartphone videos of the sit-to-stand test predict osteoarthritis and health outcomes in a nationwide study. npj Digit. Medicine 6 (2023)
Scott D. Uhlrich, Antoine Falisse, Lukasz Kidzinski, Julie Muccini, Michael Ko, Akshay S. Chaudhari, Jennifer L. Hicks, Scott L. Delp
OpenCap: Human movement dynamics from smartphone videos. PLoS Comput. Biol. 19 (10) (2023)
Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor J. Hastie
Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays. J. Mach. Learn. Res. 23 (2022)
Olga Afanasiev, Joanne Berghout, Steven E. Brenner, Martha L. Bulyk, Dana C. Crawford, Jonathan H. Chen, Roxana Daneshjou, Lukasz Kidzinski
Computational Challenges and Artificial Intelligence in Precision Medicine. PSB (2021)
Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor Hastie
Generalized Matrix Factorization. CoRR (2020)
Roxana Daneshjou, Lukasz Kidzinski, Olga Afanasiev, Jonathan H. Chen
Session Introduction. PSB (2020)
Justin Wang, Edward Xu, Kangrui Xue, Lukasz Kidzinski
3D Pose Detection in Videos: Focusing on Occlusion. CoRR (2020)
Kevin A. Thomas, Dominik Krzeminski, Lukasz Kidzinski, Rohan Paul, Elka B. Rubin, Eni Halilaj, Marianne S. Black, Akshay Chaudhari, Garry Gold, Scott L. Delp
Open source software for automatic subregional assessment of knee cartilage degradation using quantitative T2 relaxometry and deep learning. CoRR (2020)
Guanyang Wang, Yumeng Zhang, Yong Deng, Xuxin Huang, Lukasz Kidzinski
Modeling treatment events in disease progression. CoRR (2019)
Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hong-cheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp
Artificial Intelligence for Prosthetics - challenge solutions. CoRR (2019)
Thibault Asselborn, Thomas Gargot, Lukasz Kidzinski, Wafa Johal, David Cohen, Caroline Jolly, Pierre Dillenbourg
Reply: Limitations in the creation of an automatic diagnosis tool for dysgraphia. npj Digit. Medicine 2 (2019)
Luis Pablo Prieto, Kshitij Sharma, Lukasz Kidzinski, María Jesús Rodríguez-Triana, Pierre Dillenbourg
Multimodal teaching analytics: Automated extraction of orchestration graphs from wearable sensor data. J. Comput. Assist. Learn. 34 (2) (2018)
Lukasz Kidzinski, Trevor Hastie
Longitudinal data analysis using matrix completion. CoRR (2018)
Thibault Asselborn, Thomas Gargot, Lukasz Kidzinski, Wafa Johal, David Cohen, Caroline Jolly, Pierre Dillenbourg
Automated human-level diagnosis of dysgraphia using a consumer tablet. npj Digit. Medicine 1 (2018)
Lukasz Kidzinski, Sharada P. Mohanty, Carmichael F. Ong, Jennifer L. Hicks, Sean F. Carroll, Sergey Levine, Marcel Salathé, Scott L. Delp
Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning. CoRR (2018)
Luis Pablo Prieto, Kshitij Sharma, Lukasz Kidzinski, Pierre Dillenbourg
Orchestration Load Indicators and Patterns: In-the-Wild Studies Using Mobile Eye-Tracking. IEEE Trans. Learn. Technol. 11 (2) (2018)
Lukasz Kidzinski, Sharada Prasanna Mohanty, Carmichael F. Ong, Zhewei Huang, Shuchang Zhou, Anton Pechenko, Adam Stelmaszczyk, Piotr Jarosik, Mikhail Pavlov, Sergey Kolesnikov, Sergey M. Plis, Zhibo Chen, Zhizheng Zhang, Jiale Chen, Jun Shi, Zhuobin Zheng, Chun Yuan, Zhihui Lin, Henryk Michalewski, Piotr Milos, Blazej Osinski, Andrew Melnik, Malte Schilling, Helge J. Ritter, Sean F. Carroll, Jennifer L. Hicks, Sergey Levine, Marcel Salathé, Scott L. Delp
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments. CoRR (2018)
Lukasz Kidzinski
SweetRS: Dataset for a recommender systems of sweets. CoRR (2017)
Farah Bouassida, Lukasz Kidzinski, Pierre Dillenbourg
Learning styles: Literature versus machine learning. CoRR (2017)
Mina Shirvani Boroujeni, Lukasz Kidzinski, Pierre Dillenbourg
How employment constrains participation in MOOCs? EDM (2016)
Mina Shirvani Boroujeni, Kshitij Sharma, Lukasz Kidzinski, Lorenzo Lucignano, Pierre Dillenbourg
How to Quantify Student's Regularity? EC-TEL (2016)
Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski
Introduction to smart learning analytics: foundations and developments in video-based learning. Smart Learn. Environ. 3 (1) (2016)
Louis Faucon, Lukasz Kidzinski, Pierre Dillenbourg
Semi-Markov model for simulating MOOC students. EDM (2016)
Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski, Abelardo Pardo
Enhancing Video-Based Learning Experience through Smart Environments and Analytics. SE@VBL@LAK (2016)
Lukasz Kidzinski, Kshitij Sharma, Mina Shirvani Boroujeni, Pierre Dillenbourg
On generalizability of MOOC models. EDM (2016)
Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski, Abelardo Pardo
Smart environments and analytics on video-based learning. LAK (2016)
Nan Li, Lukasz Kidzinski, Patrick Jermann, Pierre Dillenbourg
MOOC Video Interaction Patterns: What Do They Tell Us? EC-TEL (2015)
Mirko Raca, Lukasz Kidzinski, Pierre Dillenbourg
Translating Head Motion into Attention - Towards Processing of Student's Body-Language. EDM (2015)
Nan Li, Lukasz Kidzinski, Pierre Dillenbourg
Augmenting Collaborative MOOC Video Viewing with Synchronized Textbook. INTERACT (2) (2015)