Lukasz Kidzinski

31 papers A 1B 6Misc 2Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Modeling Longitudinal Data Using Matrix Completion. J. Comput. Graph. Stat. Lukasz Kidzinski, Trevor Hastie
2023	J	`jnl`	OpenCap: Human movement dynamics from smartphone videos. PLoS Comput. Biol. Scott D. Uhlrich, Antoine Falisse, Lukasz Kidzinski, Julie Muccini, Michael Ko, Akshay S. Chaudhari, Jennifer L. Hicks, Scott L. Delp
2023	J	`jnl`	Smartphone videos of the sit-to-stand test predict osteoarthritis and health outcomes in a nationwide study. npj Digit. Medicine Melissa A. Boswell, Lukasz Kidzinski, Jennifer L. Hicks, Scott D. Uhlrich, Antoine Falisse, Scott L. Delp
2022	J	`jnl`	Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays. J. Mach. Learn. Res. Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor J. Hastie
2021	Misc	`conf`	Computational Challenges and Artificial Intelligence in Precision Medicine. PSB Olga Afanasiev, Joanne Berghout, Steven E. Brenner, Martha L. Bulyk, Dana C. Crawford, Jonathan H. Chen, Roxana Daneshjou, Lukasz Kidzinski
2020	J	`jnl`	3D Pose Detection in Videos: Focusing on Occlusion. CoRR Justin Wang, Edward Xu, Kangrui Xue, Lukasz Kidzinski
2020	J	`jnl`	Generalized Matrix Factorization. CoRR Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor Hastie
2020	J	`jnl`	Open source software for automatic subregional assessment of knee cartilage degradation using quantitative T2 relaxometry and deep learning. CoRR Kevin A. Thomas, Dominik Krzeminski, Lukasz Kidzinski, Rohan Paul, Elka B. Rubin, Eni Halilaj, Marianne S. Black, Akshay Chaudhari, Garry Gold, Scott L. Delp
2020	Misc	`conf`	Session Introduction. PSB Roxana Daneshjou, Lukasz Kidzinski, Olga Afanasiev, Jonathan H. Chen
2019	J	`jnl`	Artificial Intelligence for Prosthetics - challenge solutions. CoRR Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hongsheng 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
2019	J	`jnl`	Modeling treatment events in disease progression. CoRR Guanyang Wang, Yumeng Zhang, Yong Deng, Xuxin Huang, Lukasz Kidzinski
2019	J	`jnl`	Reply: Limitations in the creation of an automatic diagnosis tool for dysgraphia. npj Digit. Medicine Thibault Asselborn, Thomas Gargot, Lukasz Kidzinski, Wafa Johal, David Cohen, Caroline Jolly, Pierre Dillenbourg
2018	J	`jnl`	Automated human-level diagnosis of dysgraphia using a consumer tablet. npj Digit. Medicine Thibault Asselborn, Thomas Gargot, Lukasz Kidzinski, Wafa Johal, David Cohen, Caroline Jolly, Pierre Dillenbourg
2018	J	`jnl`	Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments. CoRR 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
2018	J	`jnl`	Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning. CoRR Lukasz Kidzinski, Sharada P. Mohanty, Carmichael F. Ong, Jennifer L. Hicks, Sean F. Carroll, Sergey Levine, Marcel Salathé, Scott L. Delp
2018	J	`jnl`	Longitudinal data analysis using matrix completion. CoRR Lukasz Kidzinski, Trevor Hastie
2018	J	`jnl`	Multimodal teaching analytics: Automated extraction of orchestration graphs from wearable sensor data. J. Comput. Assist. Learn. Luis Pablo Prieto, Kshitij Sharma, Lukasz Kidzinski, María Jesús Rodríguez-Triana, Pierre Dillenbourg
2018	J	`jnl`	Orchestration Load Indicators and Patterns: In-the-Wild Studies Using Mobile Eye-Tracking. IEEE Trans. Learn. Technol. Luis Pablo Prieto, Kshitij Sharma, Lukasz Kidzinski, Pierre Dillenbourg
2017	J	`jnl`	Learning styles: Literature versus machine learning. CoRR Farah Bouassida, Lukasz Kidzinski, Pierre Dillenbourg
2017	J	`jnl`	SweetRS: Dataset for a recommender systems of sweets. CoRR Lukasz Kidzinski
2016	—	`conf`	Enhancing Video-Based Learning Experience through Smart Environments and Analytics. SE@VBL@LAK Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski, Abelardo Pardo
2016	B	`conf`	How employment constrains participation in MOOCs? EDM Mina Shirvani Boroujeni, Lukasz Kidzinski, Pierre Dillenbourg
2016	B	`conf`	How to Quantify Student's Regularity? EC-TEL Mina Shirvani Boroujeni, Kshitij Sharma, Lukasz Kidzinski, Lorenzo Lucignano, Pierre Dillenbourg
2016	J	`jnl`	Introduction to smart learning analytics: foundations and developments in video-based learning. Smart Learn. Environ. Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski
2016	B	`conf`	On generalizability of MOOC models. EDM Lukasz Kidzinski, Kshitij Sharma, Mina Shirvani Boroujeni, Pierre Dillenbourg
2016	—	`ed.`	Proceedings of the LAK 2016 Workshop on Smart Environments and Analytics in Video-Based Learning, Edinburgh, Scotland, April 26, 2016. SE@VBL@LAK Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski, Abelardo Pardo
2016	B	`conf`	Semi-Markov model for simulating MOOC students. EDM Louis Faucon, Lukasz Kidzinski, Pierre Dillenbourg
2016	A	`conf`	Smart environments and analytics on video-based learning. LAK Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski, Abelardo Pardo
2015	—	`conf`	Augmenting Collaborative MOOC Video Viewing with Synchronized Textbook. INTERACT (2) Nan Li, Lukasz Kidzinski, Pierre Dillenbourg
2015	B	`conf`	MOOC Video Interaction Patterns: What Do They Tell Us? EC-TEL Nan Li, Lukasz Kidzinski, Patrick Jermann, Pierre Dillenbourg
2015	B	`conf`	Translating Head Motion into Attention - Towards Processing of Student's Body-Language. EDM Mirko Raca, Lukasz Kidzinski, Pierre Dillenbourg