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Songbai Yan
Songbai Yan
Verified email at eng.ucsd.edu - Homepage
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Exploring connections between active learning and model extraction
V Chandrasekaran, K Chaudhuri, I Giacomelli, S Jha, S Yan
29th USENIX Security Symposium (USENIX Security 20), 1309-1326, 2020
792020
Revisiting perceptron: Efficient and label-optimal learning of halfspaces
S Yan, C Zhang
Advances in Neural Information Processing Systems 30, 2017
422017
Active learning from imperfect labelers
S Yan, K Chaudhuri, T Javidi
Advances in Neural Information Processing Systems 29, 2016
422016
Learning a generative classifier from label proportions
K Fan, H Zhang, S Yan, L Wang, W Zhang, J Feng
Neurocomputing 139, 47-55, 2014
252014
Active learning with logged data
S Yan, K Chaudhuri, T Javidi
International Conference on Machine Learning, 5521-5530, 2018
212018
Active learning from noisy and abstention feedback
S Yan, K Chaudhuri, T Javidi
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
132015
The label complexity of active learning from observational data
S Yan, K Chaudhuri, T Javidi
Advances in Neural Information Processing Systems 32, 2019
82019
Revisiting perceptron: Efficient and label-optimal active learning of halfspaces
S Yan, C Zhang
arXiv preprint arXiv:1702.05581 2 (6), 2.9, 2017
62017
Passive and active ranking from pairwise comparisons
S Yan
Technical report, University of California, San Diego, 2016
12016
Algorithms for Query-Efficient Active Learning
S Yan
University of California, San Diego, 2019
2019
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