Seminar Fall 2020
- Instructor: Prof. Chenyang Lu
- Semester: Fall 2020
- Time: Thursday at 4pm-4:50pm
- Location: Virtual
---ML for Health ---
- NeurIPS ([1])
- ICML ([2])
- AAAI ([3])
- SIGKDD ([4])
- IJCAI ([5])
- IMWUT ([6])
- Digital Medicine ([7])
- HEALTH ([8])
- Lancet Digital Health ([9])
---Cyber Physical Systems ---
- SenSys ([10])
- IPSN ([11])
- RTSS ([12])
- RTAS ([13])
- ICCPS ([14])
- MobiCom ([15])
- MobiSys ([16])
- Sigcomm ([17])
- NSDI ([18])
- SOSP ([19])
- OSDI ([20])
---Oct 1 ---
Jingwen
Paper: Goldstein, Orpaz, et al. "Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data." ACM Transactions on Computing for Healthcare 1.3 (2020): 1-17. [21]
---Oct 8 ---
Ruixuan
Wiens, Jenna, John Guttag, and Eric Horvitz. "A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions." Journal of the American Medical Informatics Association 21.4 (2014): 699-706. [22]
---Oct 15 ---
Hanyang
Bianchi, Filippo Maria, et al. "Learning representations of multivariate time series with missing data." Pattern Recognition 96 (2019): 106973.https://arxiv.org/abs/1805.03473
AAAI’20, A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs. https://arxiv.org/abs/2002.12359
---Oct 22 ---
Cancel (SIGMETRICS/IoTDI/RTAS)
---Oct 29 ---
Cancel
---Nov 5---
Liang
Paper: Mangaokar, Neal, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, and Bimal Viswanath. "Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models." [23]
---Nov 12---
Bing
Grabocka, Josif, et al. "Learning time-series shapelets." Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining. 2014.
Ye, Lexiang, and Eamonn Keogh. "Time series shapelets: a new primitive for data mining." Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining. 2009.
---Nov 19---
Saumik
Paper: Jiao, York, et al. "Probabilistic forecasting of surgical case duration using machine learning: model development and validation." Journal of the American Medical Informatics Association (2020).
---Nov 26---
Thanksgiving
---Dec 3---
Jingwen
Literature review about contact tracing
---Dec 10---
Hanyang
Cao, Bokai, et al. "Deepmood: modeling mobile phone typing dynamics for mood detection." KDD. 2017. https://dl.acm.org/doi/pdf/10.1145/3097983.3098086
---Dec 17---
Liang
Choi, Edward, et al. "Doctor ai: Predicting clinical events via recurrent neural networks." Machine Learning for Healthcare Conference. 2016. [24]
Previous Semesters
- 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
