小山 聡

Pairwise classification using quantum support vector machine with Kronecker kernel. 

Quantum Machine Intelligence 4(2) 1-13 2022年  査読有り

Neural collaborative filtering with multicriteria evaluation data. 

Applied Soft Computing 119 108548-108548 2022年  査読有り

Sparse random feature maps for the item-multiset kernel. 

Neural Networks 143 500-514 2021年  査読有り

Factorization Machines with Regularization for Sparse Feature Interactions. 

Journal of Machine Learning Research 22 153-50 2021年  査読有り

Random Feature Maps for the Itemset Kernel 

Proceedings of the AAAI Conference on Artificial Intelligence 33 3199-3206 2019年7月17日  査読有り

Bayesian probabilistic tensor factorization for recommendation and rating aggregation with multicriteria evaluation data. 

Expert Syst. Appl. 131 1-8 2019年  査読有り

Why Does Large Batch Training Result in Poor Generalization? A Comprehensive Explanation and a Better Strategy from the Viewpoint of Stochastic Optimization 

NEURAL COMPUTATION 30(7) 2005-2023 2018年7月  査読有り

Effective neural network training with adaptive learning rate based on training loss 

NEURAL NETWORKS 101 68-78 2018年5月  査読有り

Semi-supervised learning from crowds with deep generative models 

Proc. 32nd AAAI Conference on Artificial Intelligence (AAAI-18) 1-8 2018年2月  査読有り

Tell cause from effect: models and evaluation. 

I. J. Data Science and Analytics 4(2) 99-112 2017年  査読有り

Fine-tuning deep convolutional neural networks for distinguishing illustrations from photographs 

EXPERT SYSTEMS WITH APPLICATIONS 66 295-301 2016年12月  査読有り

Crowdsourcing chart digitizer: task design and quality control for making legacy open data machine-readable. 

I. J. Data Science and Analytics 2(1-2) 45-60 2016年  査読有り

Crowdsourced Semantic Matching of Multi-Label Annotations. 

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 3483-3489 2015年  査読有り

Separate or joint? Estimation of multiple labels from crowdsourced annotations 

EXPERT SYSTEMS WITH APPLICATIONS 41(13) 5723-5732 2014年10月  査読有り

Affect analysis in context of characters in narratives 

EXPERT SYSTEMS WITH APPLICATIONS 40(1) 168-176 2013年1月  査読有り

Accurate Integration of Crowdsourced Labels Using Workers' Self-reported Confidence Scores. 

IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013 2554-2560 2013年  査読有り

Learning a Robust Relevance Model for Search Using Kernel Methods 

JOURNAL OF MACHINE LEARNING RESEARCH 12 1429-1458 2011年5月  査読有り

Cross-temporal link prediction 

Proceedings - IEEE International Conference on Data Mining, ICDM 1188-1193 2011年  査読有り