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An Analysis of the t-SNE Algorithm for Data Visualization

5 March 2018

Papers citing "An Analysis of the t-SNE Algorithm for Data Visualization"

44 / 44 papers shown

Title
The interplay of robustness and generalization in quantum machine learning Julian Berberich Tobias Fellner Christian Holm AAML 45 0 0 10 Jun 2025
Equilibrium Distribution for t-Distributed Stochastic Neighbor Embedding with Generalized Kernels Yi Gu 22 0 0 30 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Zhenru Zhang Kai Zhang Qi Liu Weibo Gao Jing Liu Jiaxia Yan Linan Yue Fangzhou Yao 418 0 0 04 May 2025
The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction Mohammad Tariqul Islam Jason W. Fleischer 447 0 0 12 Mar 2025
Convergence Guarantees for the DeepWalk Embedding on Block Models Christopher Harker Aditya Bhaskara 56 0 0 26 Oct 2024
Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective Zhexuan Liu Rong Ma Yiqiao Zhong 154 1 0 22 Oct 2024
MIK: Modified Isolation Kernel for Biological Sequence Visualization, Classification, and Clustering Sarwan Ali Prakash Chourasia Haris Mansoor Bipin Koirala Murray Patterson 411 0 0 21 Oct 2024
Large data limits and scaling laws for tSNE Ryan Murray Adam Pickarski 44 3 0 16 Oct 2024
Can We Leave Deepfake Data Behind in Training Deepfake Detector? Jikang Cheng Zhiyuan Yan Ying Zhang Yuhao Luo Zhongyuan Wang Chen Li 77 14 0 30 Aug 2024
ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data Yufan Shen Chuwei Luo Zhaoqing Zhu Yang Chen Qi Zheng Zhi Yu Jiajun Bu Cong Yao 135 2 0 17 Jul 2024
Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships Rangel Daroya Aaron Sun Subhransu Maji 96 0 0 25 Mar 2024
The Geometric Structure of Topic Models Johannes Hirth Tom Hanika 74 0 0 06 Mar 2024
Authentication and integrity of smartphone videos through multimedia container structure analysis Carlos Quinto Huamán A. L. Sandoval Orozco Luis Javier Garcia Villalba 33 16 0 05 Feb 2024
Convergence analysis of t-SNE as a gradient flow for point cloud on a manifold Seonghyeon Jeong Hau-tieng Wu 51 3 0 31 Jan 2024
Universal Deoxidation of Semiconductor Substrates Assisted by Machine-Learning and Real-Time-Feedback-Control Chaorong Shen Wenkang Zhan Jian Tang Zhaofeng Wu Bop Xu Chao Zhao Zhanguo Wang 56 0 0 04 Dec 2023
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research Hariharan Subramonyam Jessica Hullman VLM HAI 50 8 0 10 Aug 2023
Multi-view Sparse Laplacian Eigenmaps for nonlinear Spectral Feature Selection Gaurav Srivastava Mahesh Jangid 16 2 0 29 Jul 2023
Preserving local densities in low-dimensional embeddings Jonas Fischer R. Burkholz Jilles Vreeken 49 3 0 31 Jan 2023
A Spectral Method for Assessing and Combining Multiple Data Visualizations Rong Ma Eric D. Sun James Zou 62 11 0 25 Oct 2022
Indoor Smartphone SLAM with Learned Echoic Location Features W. Luo Qun Song Zhenyu Yan Rui Tan Guosheng Lin MDE 54 7 0 16 Oct 2022
IAN: Iterated Adaptive Neighborhoods for manifold learning and dimensionality estimation Luciano Dyballa Steven W. Zucker 72 10 0 19 Aug 2022
May the force be with you Yulan Zhang Anna C. Gilbert Stefan Steinerberger 25 0 0 13 Aug 2022
Laplacian-based Cluster-Contractive t-SNE for High Dimensional Data Visualization Yan Sun Yi Han Jicong Fan 55 8 0 25 Jul 2022
Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding Tianyang Hu Zhili Liu Fengwei Zhou Wei Cao Weiran Huang SSL 105 28 0 30 May 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 139 5 0 18 Apr 2022
Semantic properties of English nominal pluralization: Insights from word embeddings Elnaz Shafaei-Bajestan Masoumeh Moradipour Tari Peter Uhrig R. Baayen 57 7 0 29 Mar 2022
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 95 9 0 28 Feb 2022
A Probabilistic Graph Coupling View of Dimension Reduction Hugues van Assel T. Espinasse J. Chiquet F. Picard 66 14 0 31 Jan 2022
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study Jiazhi Xia Yuchen Zhang Jie Song Yang Chen Yunhai Wang Shixia Liu 69 47 0 06 Oct 2021
T-SNE Is Not Optimized to Reveal Clusters in Data Zhirong Yang Yuwei Chen J. Corander DRL 47 4 0 06 Oct 2021
Multidimensional Scaling: Approximation and Complexity Erik D. Demaine Adam Hesterberg Frederic Koehler J. Lynch John C. Urschel 28 9 0 23 Sep 2021
An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering P. Hajibabaee Farhad Pourkamali Anaraki M. A. Hariri-Ardebili 48 34 0 18 Sep 2021
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data T. Tony Cai Rong Ma 106 118 0 16 May 2021
t-SNE, Forceful Colorings and Mean Field Limits Yulan Zhang Stefan Steinerberger 60 12 0 25 Feb 2021
Attraction-Repulsion Spectrum in Neighbor Embeddings Jan Niklas Böhm Philipp Berens D. Kobak 88 54 0 17 Jul 2020
Company classification using machine learning S. Husmann A. Shivarova R. Steinert 43 11 0 31 Mar 2020
Metric Learning for Adversarial Robustness Chengzhi Mao Ziyuan Zhong Junfeng Yang Carl Vondrick Baishakhi Ray OOD 94 188 0 03 Sep 2019
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel Ye Zhu Kai Ming Ting 65 9 0 24 Jun 2019
bigMap: Big Data Mapping with Parallelized t-SNE Joan Garriga F. Bartumeus 41 4 0 24 Dec 2018
Stochastic Neighbor Embedding under f-divergences Daniel Jiwoong Im Nakul Verma K. Branson FedML 69 20 0 03 Nov 2018
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds Kry Yik-Chau Lui G. Ding Ruitong Huang R. McCann 15 7 0 31 Oct 2018
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data David M. Chan Roshan Rao Forrest Huang John F. Canny 64 96 0 31 Jul 2018
A more globally accurate dimensionality reduction method using triplets Ehsan Amid Manfred K. Warmuth 31 16 0 01 Mar 2018
A General Hybrid Clustering Technique Saeid Amiri B. Clarke J. Clarke H. Koepke 46 8 0 04 Mar 2015