Han Xiao
Han Xiao
Jina AI
Verified email at - Homepage
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Fashion-mnist: a novel image dataset for benchmarking machine learning algorithms
H Xiao, K Rasul, R Vollgraf
arXiv preprint arXiv:1708.07747, 2017
Support vector machines under adversarial label contamination
H Xiao, B Biggio, B Nelson, H Xiao, C Eckert, F Roli
Neurocomputing 160, 53-62, 2015
Adversarial label flips attack on support vector machines
H Xiao, H Xiao, C Eckert
ECAI 2012, 870-875, 2012
Feature selection and extraction for malware classification.
CT Lin, NJ Wang, H Xiao, C Eckert
J. Inf. Sci. Eng. 31 (3), 965-992, 2015
Efficient Collapsed Gibbs Sampling For Latent Dirichlet Allocation
H Xiao, T Stibor
Asian Conference on Machine Learning, 1-16, 2010
Towards parallel and distributed computing in large-scale data mining: A survey
H Xiao
Technical University of Munich, Tech. Rep, 2010
A supervised topic transition model for detecting malicious system call sequences
H Xiao, T Stibor
Proceedings of the 2011 workshop on Knowledge discovery, modeling and†…, 2011
Learning from multiple observers with unknown expertise
H Xiao, H Xiao, C Eckert
Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia†…, 2013
Lazy gaussian process committee for real-time online regression
H Xiao, C Eckert
Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 969-976, 2013
Toward Artificial Synesthesia: Linking Images and Sounds via Words
H Xiao, T Stibor
NIPS workshop on Machine Learning for next generation Computer Vision challenges, 2010
Jina embeddings 2: 8192-token general-purpose text embeddings for long documents
M GŁnther, J Ong, I Mohr, A Abdessalem, T Abel, MK Akram, S Guzman, ...
arXiv preprint arXiv:2310.19923, 2023
Jina embeddings: A novel set of high-performance sentence embedding models
M GŁnther, L Milliken, J Geuter, G Mastrapas, B Wang, H Xiao
arXiv preprint arXiv:2307.11224, 2023
Dual ask-answer network for machine reading comprehension
H Xiao, F Wang, J Yan, J Zheng
arXiv preprint arXiv:1809.01997, 2018
Constructing Parallel Corpus from Movie Subtitles
H Xiao, X Wang
Computer Processing of Oriental Languages. Language Technology for the†…, 2009
OPARS: Objective photo aesthetics ranking system
H Xiao, H Xiao, C Eckert
Advances in Information Retrieval: 35th European Conference on IR Research†…, 2013
Efficient online sequence prediction with side information
H Xiao, C Eckert
2013 IEEE 13th International Conference on Data Mining, 1235-1240, 2013
A Classification Model for Diverse and Noisy Labelers
HE Sung, CK Chen, H Xiao, SD Lin
Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia†…, 2017
Evasion attack of multi-class linear classifiers
H Xiao, T Stibor, C Eckert
Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia†…, 2012
Pair-copula construction for non-Gaussian graphical models
H Xiao
The Canadian Journal of Statistics 40 (1), 86-109, 2011
Injecting Structured Data to Generative Topic Model in Enterprise Settings
H Xiao, X Wang, C Du
Advances in Machine Learning, 382-395, 2009
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