Doyen Sahoo
TitleCited byYear
Malicious URL detection using machine learning: a survey
D Sahoo, C Liu, SCH Hoi
arXiv preprint arXiv:1701.07179, 2017
392017
Moving average reversion strategy for on-line portfolio selection
B Li, SCH Hoi, D Sahoo, ZY Liu
Artificial Intelligence 222, 104-123, 2015
332015
Online multiple kernel regression
D Sahoo, SCH Hoi, B Li
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
232014
OLPS: a toolbox for on-line portfolio selection
B Li, D Sahoo, SCH Hoi
The Journal of Machine Learning Research 17 (1), 1242-1246, 2016
182016
Online learning: A comprehensive survey
SCH Hoi, D Sahoo, J Lu, P Zhao
arXiv preprint arXiv:1802.02871, 2018
152018
Online deep learning: Learning deep neural networks on the fly
D Sahoo, Q Pham, J Lu, SCH Hoi
IJCAI, 2018
132018
Cost sensitive online multiple kernel classification
D Sahoo, S Hoi, P Zhao
Asian Conference on Machine Learning, 65-80, 2016
82016
URLnet: Learning a URL representation with deep learning for malicious URL detection
H Le, Q Pham, D Sahoo, SCH Hoi
arXiv preprint arXiv:1802.03162, 2018
72018
Sparse passive-aggressive learning for bounded online kernel methods
J Lu, D Sahoo, P Zhao, SCH Hoi
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (4), 45, 2018
5*2018
SOL: A library for scalable online learning algorithms
Y Wu, SCH Hoi, C Liu, J Lu, D Sahoo, N Yu
Neurocomputing 260, 9-12, 2017
52017
Temporal kernel descriptors for learning with time-sensitive patterns
D Sahoo, A Sharma, SCH Hoi, P Zhao
Proceedings of the 2016 SIAM International Conference on Data Mining, 540-548, 2016
22016
End-to-End Multimodal Dialog Systems with Hierarchical Multimodal Attention on Video Features
H Le, S Hoi, D Sahoo, N Chen
DSTC7 at AAAI2019 workshop, 2019
12019
Large Scale Online Multiple Kernel Regression with Application to Time-Series Prediction
D Sahoo, SCH Hoi, B Li
ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (1), 9, 2019
2019
Meta-Learning with Domain Adaptation for Few-Shot Learning under Domain Shift
D Sahoo, H Le, C Liu, SCH Hoi
2018
Online learning with nonlinear models
D Sahoo
Singapore Management University, 2017
2017
Strategy for On-line Portfolio Selection.(2015)
B LI, SCH HOI, D SAHOO, ZYMAR LIU
Artificial Intelligence 222, 104-133, 0
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