Supporting Analysis of Dimensionality Reduction Results with Contrastive
Learning

Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning

10 May 2019

Takanori Fujiwara

Papers citing "Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning"

13 / 13 papers shown

Title
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations Angelos Chatzimparmpas R. Martins I. Jusufi K. Kucher Fabrice Rossi A. Kerren FAtt 26 160 0 22 Dec 2022
An online algorithm for contrastive Principal Component Analysis Siavash Golkar David Lipshutz Tiberiu Teşileanu D. Chklovskii 14 4 0 14 Nov 2022
GAMA: Generative Adversarial Multi-Object Scene Attacks Abhishek Aich Calvin-Khang Ta Akash Gupta Chengyu Song S. Krishnamurthy M. Salman Asif A. Roy-Chowdhury AAML 48 17 0 20 Sep 2022
HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning Xumeng Wang Wei-Neng Chen Jiazhi Xia Zhen Wen Rongchen Zhu Tobias Schreck FedML 26 20 0 16 Aug 2022
Uniform Manifold Approximation with Two-phase Optimization Hyeon Jeon Hyung-Kwon Ko S. Lee Jaemin Jo Jinwook Seo 30 13 0 01 May 2022
Interactive Dimensionality Reduction for Comparative Analysis Takanori Fujiwara Xinhai Wei Jian Zhao K. Ma 24 30 0 29 Jun 2021
Multivariate Data Explanation by Jumping Emerging Patterns Visualization Mário Popolin Neto F. Paulovich 24 7 0 21 Jun 2021
Exploring Multi-dimensional Data via Subset Embedding Peng Xie Wenyuan Tao Jie Li Wentao Huang Siming Chen AI4TS 19 12 0 24 Apr 2021
Explaining dimensionality reduction results using Shapley values Wilson E. Marcílio-Jr D. M. Eler FAtt 11 32 0 09 Mar 2021
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction Takanori Fujiwara Shilpika Shilpika Naohisa Sakamoto J. Nonaka Keiji Yamamoto K. Ma AI4TS 9 35 0 02 Aug 2020
Explainable Matrix -- Visualization for Global and Local Interpretability of Random Forest Classification Ensembles Mário Popolin Neto F. Paulovich FAtt 33 88 0 08 May 2020
A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions Yiran Li Takanori Fujiwara Y. Choi Katherine K. Kim K. Ma OOD 11 27 0 18 Feb 2020
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections Angelos Chatzimparmpas Rafael M. Martins Andreas Kerren 22 132 0 17 Feb 2020