Difference between revisions of "CSE 7300 Research Seminar"
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Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185] | Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185] | ||
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Moran | Moran | ||
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Jingwen | Jingwen | ||
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| + | Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021). | ||
| + | https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf | ||
=== ---Mar 18 ---=== | === ---Mar 18 ---=== | ||
Revision as of 22:39, 8 March 2022
- Instructor: Prof. Chenyang Lu
- Semester: Summer 2021
- Time: Thursday at 4pm-4:50pm
- Location: Virtual
---ML for Health ---
---Feb 04 ---
Ruixuan
Guo, Gabriel, et al. "MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms in the Wild Using Wearables and Graph-Based Statistical Analysis." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.4 (2021): 1-35. [1]
---Feb 11 ---
Ziqi
Bica, Ioana, et al. "From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges." Clinical Pharmacology & Therapeutics 109.1 (2021): 87-100. [2]
---Feb 18 ---
Cancel
---Feb 25 ---
Sixie
Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [3]
---Mar 04 ---
Moran
Song, Sijie, et al. "An end-to-end spatial-temporal attention model for human action recognition from skeleton data." Proceedings of the AAAI conference on artificial intelligence. Vol. 31. No. 1. 2017. [4]
---Mar 11 ---
Jingwen
Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021). https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf
---Mar 18 ---
Bing
---Mar 25 ---
Ziqi
---Apr 01 ---
Hanyang
---Apr 01 ---
Moran
---Apr 01 ---
Sixie
---Apr 01 ---
Ruiqi
- NeurIPS ([5])
- ICML ([6])
- AAAI ([7])
- SIGKDD ([8])
- IJCAI ([9])
- IMWUT ([10])
- Digital Medicine ([11])
- HEALTH ([12])
- Lancet Digital Health ([13])
---Cyber Physical Systems ---
- SenSys ([14])
- IPSN ([15])
- RTSS ([16])
- RTAS ([17])
- ICCPS ([18])
- MobiCom ([19])
- MobiSys ([20])
- Sigcomm ([21])
- NSDI ([22])
- SOSP ([23])
- OSDI ([24])
Presentation Schedule
Previous Semesters
- Spring 2021
- Fall 2020
- Spring 2020
- Fall 2019
- Summer 2019
- Spring 2019
- Fall 2018
- Summer 2018
- Spring 2018
- Fall 2017
- Summer 2017
- Spring 2017
- Fall 2016
- Summer 2016
- Spring 2016
- Fall 2015
- Summer 2015
- Spring 2015
- Fall 2014
- Summer 2014
- Spring 2014
- Fall 2013
- Summer 2013
- Spring 2013
- Fall 2012
- Summer 2012
- Spring 2012
- Fall 2011
- Summer 2011
- Spring 2011
- Fall 2010
- Spring 2010
- Fall 2009
- Summer 2009
- Spring 2009
- Fall 2008
- Summer 2008
- Spring 2008
- Fall 2007
- Summer 2007
- Spring 2007
- Fall 2006
- Spring 2006
- Fall 2005
- Spring 2005
- Fall 2004
- Spring 2004
- Fall 2003
- Spring 2003
- Fall 2002
- Spring 2002
- Fall 2001
- Spring 2001
- Fall 2000
- Spring 2000
- Fall 1998
- Spring 1998
