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Lukasz Kidzinski
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2020 – today
- 2024
- [j9]Lukasz Kidzinski
, Trevor Hastie
Modeling Longitudinal Data Using Matrix Completion. J. Comput. Graph. Stat. 33(2): 551-566 (2024) - 2023
- [j8]Melissa A. Boswell
Smartphone videos of the sit-to-stand test predict osteoarthritis and health outcomes in a nationwide study. npj Digit. Medicine 6 (2023) - [j7]Scott D. Uhlrich
OpenCap: Human movement dynamics from smartphone videos. PLoS Comput. Biol. 19(10) (2023) - 2022
- [j6]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: 291:1-291:29 (2022) - 2021
- [c11]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 - 2020
- [c10]Roxana Daneshjou, Lukasz Kidzinski, Olga Afanasiev, Jonathan H. Chen:
Session Introduction. PSB 2020: 1-6 - [i10]Justin Wang, Edward Xu, Kangrui Xue, Lukasz Kidzinski:
3D Pose Detection in Videos: Focusing on Occlusion. CoRR abs/2006.13517 (2020) - [i9]Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor Hastie:
Generalized Matrix Factorization. CoRR abs/2010.02469 (2020) - [i8]Kevin A. Thomas, Dominik Krzeminski
Open source software for automatic subregional assessment of knee cartilage degradation using quantitative T2 relaxometry and deep learning. CoRR abs/2012.12406 (2020)
2010 – 2019
- 2019
- [j5]Thibault Asselborn, Thomas Gargot
Reply: Limitations in the creation of an automatic diagnosis tool for dysgraphia. npj Digit. Medicine 2 (2019) - [i7]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 abs/1902.02441 (2019) - [i6]Guanyang Wang, Yumeng Zhang, Yong Deng, Xuxin Huang, Lukasz Kidzinski:
Modeling treatment events in disease progression. CoRR abs/1905.10705 (2019) - 2018
- [j4]Luis Pablo Prieto
Multimodal teaching analytics: Automated extraction of orchestration graphs from wearable sensor data. J. Comput. Assist. Learn. 34(2): 193-203 (2018) - [j3]Thibault Asselborn, Thomas Gargot
Automated human-level diagnosis of dysgraphia using a consumer tablet. npj Digit. Medicine 1 (2018) - [j2]Luis Pablo Prieto
Orchestration Load Indicators and Patterns: In-the-Wild Studies Using Mobile Eye-Tracking. IEEE Trans. Learn. Technol. 11(2): 216-229 (2018) - [i5]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 abs/1804.00198 (2018) - [i4]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
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments. CoRR abs/1804.00361 (2018) - [i3]Lukasz Kidzinski, Trevor Hastie:
Longitudinal data analysis using matrix completion. CoRR abs/1809.08771 (2018) - 2017
- [i2]Farah Bouassida, Lukasz Kidzinski, Pierre Dillenbourg:
Learning styles: Literature versus machine learning. CoRR abs/1703.01377 (2017) - [i1]Lukasz Kidzinski:
SweetRS: Dataset for a recommender systems of sweets. CoRR abs/1709.03496 (2017) - 2016
- [j1]Michail N. Giannakos
Introduction to smart learning analytics: foundations and developments in video-based learning. Smart Learn. Environ. 3(1): 12 (2016) - [c9]Mina Shirvani Boroujeni, Kshitij Sharma, Lukasz Kidzinski, Lorenzo Lucignano, Pierre Dillenbourg:
How to Quantify Student's Regularity? EC-TEL 2016: 277-291 - [c8]Louis Faucon, Lukasz Kidzinski, Pierre Dillenbourg:
Semi-Markov model for simulating MOOC students. EDM 2016: 358-363 - [c7]Lukasz Kidzinski, Kshitij Sharma, Mina Shirvani Boroujeni, Pierre Dillenbourg:
On generalizability of MOOC models. EDM 2016: 406-411 - [c6]Mina Shirvani Boroujeni, Lukasz Kidzinski, Pierre Dillenbourg:
How employment constrains participation in MOOCs? EDM 2016: 638-639 - [c5]Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski, Abelardo Pardo:
Enhancing Video-Based Learning Experience through Smart Environments and Analytics. SE@VBL@LAK 2016: 1-6 - [c4]Michail N. Giannakos
Smart environments and analytics on video-based learning. LAK 2016: 502-504 - [e1]Michail N. Giannakos, Demetrios G. Sampson, Lukasz Kidzinski, Abelardo Pardo:
Proceedings of the LAK 2016 Workshop on Smart Environments and Analytics in Video-Based Learning, Edinburgh, Scotland, April 26, 2016. CEUR Workshop Proceedings 1579, CEUR-WS.org 2016 [contents] - 2015
- [c3]Nan Li, Lukasz Kidzinski, Patrick Jermann
MOOC Video Interaction Patterns: What Do They Tell Us? EC-TEL 2015: 197-210 - [c2]Mirko Raca, Lukasz Kidzinski, Pierre Dillenbourg:
Translating Head Motion into Attention - Towards Processing of Student's Body-Language. EDM 2015: 320-326 - [c1]Nan Li, Lukasz Kidzinski, Pierre Dillenbourg:
Augmenting Collaborative MOOC Video Viewing with Synchronized Textbook. INTERACT (2) 2015: 81-88
Coauthor Index
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