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2020 – today
- 2020
[c6]Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli, Somesh Jha, Songbai Yan:
Exploring Connections Between Active Learning and Model Extraction. USENIX Security Symposium 2020: 1309-1326
2010 – 2019
- 2019
- [b1]Songbai Yan:
Algorithms for Query-Efficient Active Learning. University of California, San Diego, USA, 2019 - [c5]Songbai Yan, Kamalika Chaudhuri, Tara Javidi
:
The Label Complexity of Active Learning from Observational Data. NeurIPS 2019: 1808-1817 - [i5]Songbai Yan, Kamalika Chaudhuri, Tara Javidi:
The Label Complexity of Active Learning from Observational Data. CoRR abs/1905.12791 (2019) - 2018
- [c4]Songbai Yan, Kamalika Chaudhuri, Tara Javidi:
Active Learning with Logged Data. ICML 2018: 5517-5526 - [i4]Songbai Yan, Kamalika Chaudhuri, Tara Javidi:
Active Learning with Logged Data. CoRR abs/1802.09069 (2018) - [i3]Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli, Somesh Jha, Songbai Yan:
Model Extraction and Active Learning. CoRR abs/1811.02054 (2018) - 2017
- [c3]Songbai Yan, Chicheng Zhang:
Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces. NIPS 2017: 1056-1066 - [i2]Songbai Yan, Chicheng Zhang:
Revisiting Perceptron: Efficient and Label-Optimal Active Learning of Halfspaces. CoRR abs/1702.05581 (2017) - 2016
- [c2]Songbai Yan, Kamalika Chaudhuri, Tara Javidi:
Active Learning from Imperfect Labelers. NIPS 2016: 2128-2136 - [i1]Songbai Yan, Kamalika Chaudhuri, Tara Javidi:
Active Learning from Imperfect Labelers. CoRR abs/1610.09730 (2016) - 2015
- [c1]Songbai Yan, Kamalika Chaudhuri, Tara Javidi:
Active learning from noisy and abstention feedback. Allerton 2015: 1352-1357 - 2014
- [j1]Kai Fan, Hongyi Zhang, Songbai Yan, Liwei Wang, Wensheng Zhang, Jufu Feng:
Learning a generative classifier from label proportions. Neurocomputing 139: 47-55 (2014)
Coauthor Index
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