102 citations
- Academia SinicaTW42 papers
- National Taiwan UniversityTW10 papers
- The Institute of Statistical MathematicsJP7 papers
- Institute of Information Science, Academia SinicaTW6 papers
- National Yang Ming Chiao Tung UniversityTW6 papers
- National Changhua University of EducationTW4 papers
- National Taiwan University of Science and TechnologyTW4 papers
- Vilnius UniversityLT4 papers
- National Kaohsiung University of Applied SciencesTW3 papers
- National Taiwan Ocean UniversityTW3 papers
- National University of KaohsiungTW3 papers
- Université Sorbonne Paris NordFR3 papers
Showing stat.MLShow all
3 papers · 1 filter
stat.ML2020★ 1 cited
TensorProjection Layer: A Tensor-Based Dimension Reduction Method in Deep Neural Networks
Toshinari Morimoto, Su-Yun Huang
In this paper, we propose a dimension reduction method specifically designed for tensor-structured feature data in deep neural networks. The method is implemented as a hidden layer…
stat.ML2018
Greedy Active Learning Algorithm for Logistic Regression Models
Hsiang-Ling Hsu, Yuan-Chin Ivan Chang, Ray-Bing Chen
We study a logistic model-based active learning procedure for binary classification problems, in which we adopt a batch subject selection strategy with a modified sequential experi…
stat.ML2013
On the Convergence and Consistency of the Blurring Mean-Shift Process
Ting-Li Chen
The mean-shift algorithm is a popular algorithm in computer vision and image processing. It can also be cast as a minimum gamma-divergence estimation. In this paper we focus on the…