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UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

Papers citing "UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction"

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Title
Class Density and Dataset Quality in High-Dimensional, Unstructured Data Adam Byerly T. Kalganova 102 4 0 08 Feb 2022
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery Quan Nguyen Roman Garnett 64 5 0 08 Feb 2022
Towards an Analytical Definition of Sufficient Data Adam Byerly T. Kalganova 107 4 0 07 Feb 2022
Tracking Discourse Influence in Darknet Forums Christopher Akiki Lukas Gienapp Martin Potthast 93 0 0 04 Feb 2022
Unsupervised Behaviour Analysis of News Consumption in Turkish Media Didem Makaroglu Altan Cakir B. U. Toreyin 16 0 0 04 Feb 2022
Quality-diversity for aesthetic evolution Jon McCormack Camilo Cruz Gambardella 33 6 0 04 Feb 2022
Active metric learning and classification using similarity queries Namrata Nadagouda Austin Xu Mark A. Davenport 34 6 0 04 Feb 2022
Entanglement: Cybercrime Connections of an Internet Marketing Forum Population Masarah Paquet-Clouston Serge-Olivier Paquette Sebastián García María José Erquiaga 13 6 0 03 Feb 2022
Review of Serial and Parallel Min-Cut/Max-Flow Algorithms for Computer Vision Patrick M. Jensen N. Jeppesen A. Dahl Vedrana Andersen Dahl 54 8 0 01 Feb 2022
Metrics for saliency map evaluation of deep learning explanation methods T. Gomez Thomas Fréour Harold Mouchère XAI FAtt 132 45 0 31 Jan 2022
A Probabilistic Graph Coupling View of Dimension Reduction Hugues van Assel T. Espinasse J. Chiquet F. Picard 78 14 0 31 Jan 2022
Empirical complexity of comparator-based nearest neighbor descent Jacob D. Baron R. Darling 70 6 0 30 Jan 2022
Geometry- and Accuracy-Preserving Random Forest Proximities Jake S. Rhodes Adele Cutler Kevin R. Moon 93 83 0 29 Jan 2022
Posterior Matching for Arbitrary Conditioning R. Strauss Junier B. Oliva CML BDL 92 6 0 28 Jan 2022
Towards Multi-class Pre-movement Classification Hao Jia Zhe Sun Feng Duan Yu Zhang C. Caiafa Jordi Solé-Casals 97 2 0 28 Jan 2022
Improving Pre-movement Pattern Detection with Filter Bank Selection Hao Jia Zhe Sun Feng Duan Yu Zhang C. Caiafa Jordi Solé-Casals 104 13 0 28 Jan 2022
Using Shape Metrics to Describe 2D Data Points W. Lamberti 16 1 0 27 Jan 2022
Modeling Human Exploration Through Resource-Rational Reinforcement Learning Marcel Binz Eric Schulz 84 15 0 27 Jan 2022
SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling Yamei Tu Olga Li Junpeng Wang Han-Wei Shen Przemek Powałko Irina Tomescu-Dubrow K. Slomczynski Spyros Blanas J. Jenkins 66 3 0 25 Jan 2022
On the in vivo recognition of kidney stones using machine learning F. Lopez-Tiro V. Estrade Jacques Hubert Daniel Flores-Araiza M. González-Mendoza Gilberto Ochoa Christian Daul 87 31 0 21 Jan 2022
Graph Neural Network-based Android Malware Classification with Jumping Knowledge Wai Weng Lo S. Layeghy Mohanad Sarhan Marcus Gallagher Marius Portmann 79 19 0 19 Jan 2022
Selecting and combining complementary feature representations and classifiers for hate speech detection Rafael M. O. Cruz Woshington V. de Sousa George D. C. Cavalcanti 44 14 0 18 Jan 2022
Text characterization based on recurrence networks Bárbara C. e Souza F. N. Silva Henrique F. de Arruda Giovana D. da Silva L. D. F. Costa D. R. Amancio AI4CE 62 9 0 17 Jan 2022
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions Yang Nan Javier Del Ser Simon Walsh Carola Schönlieb M. Roberts ... Philippe Lambin Leonor Cerdá Alberich L. Martí-Bonmatí Francisco Herrera Guang Yang 95 110 0 17 Jan 2022
Distortion-Aware Brushing for Reliable Cluster Analysis in Multidimensional Projections Hyeon Jeon Michaël Aupetit S. Lee Hyung-Kwon Ko Youngtaek Kim Ghulam Jilani Quadri Jinwook Seo 79 10 0 17 Jan 2022
Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering M. Attaoui Hazem M. Fahmy F. Pastore Lionel C. Briand AAML 69 21 0 13 Jan 2022
Local2Global: A distributed approach for scaling representation learning on graphs Lucas G. S. Jeub Giovanni Colavizza Xiaowen Dong Marya Bazzi Ning Zhang 68 1 0 12 Jan 2022
SLISEMAP: Supervised dimensionality reduction through local explanations Anton Björklund J. Mäkelä Kai Puolamäki FAtt 80 19 0 12 Jan 2022
NeuraHealth: An Automated Screening Pipeline to Detect Undiagnosed Cognitive Impairment in Electronic Health Records with Deep Learning and Natural Language Processing Tanish Tyagi C. Magdamo Ayush Noori Zhaozhi Li Xiao-Yang Liu ... Bradley T.Hyman D. Blacker S. Mukerji M. P. M. Brandon Westover Sudeshna Das Massachusetts General Hospital 52 1 0 12 Jan 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning A. Zhmoginov Mark Sandler Max Vladymyrov ViT 77 69 0 11 Jan 2022
Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework Rohitash Chandra Venkatesh Kulkarni 81 31 0 09 Jan 2022
AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models IV WilliamE.Carson Austin Talbot David Carlson 26 3 0 07 Jan 2022
Novelty-based Generalization Evaluation for Traffic Light Detection A. Shekar Laureen Lake Liangke Gou Liu Ren OOD 30 0 0 03 Jan 2022
Representation Topology Divergence: A Method for Comparing Neural Network Representations S. Barannikov I. Trofimov Nikita Balabin Evgeny Burnaev 3DPC 97 49 0 31 Dec 2021
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training Xiangli Yang Yun Lin Ruofan Liu Zhenfeng He Chao Wang Jinlong Dong Hong Mei 36 5 0 31 Dec 2021
Dual Path Structural Contrastive Embeddings for Learning Novel Objects Bingbin Li E. Cui Yanan Li Donghui Wang Weng Kee Wong 40 1 0 23 Dec 2021
Learning shared neural manifolds from multi-subject FMRI data Je-chun Huang E. L. Busch Tom Wallenstein Michał Gerasimiuk Andrew Benz Guillaume Lajoie Guy Wolf Nicholas B. Turk-Browne Smita Krishnaswamy 76 18 0 22 Dec 2021
Black-Box Testing of Deep Neural Networks Through Test Case Diversity Zohreh Aghababaeyan Manel Abdellatif Lionel C. Briand Ramesh S M. Bagherzadeh AAML 99 45 0 20 Dec 2021
A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods Md. Khaledur Rahman A. Azad AI4TS 57 3 0 20 Dec 2021
Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards Sebastian Shenghong Tay Xinyi Xu Chuan-Sheng Foo Bryan Kian Hsiang Low SyDa 65 32 0 17 Dec 2021
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations Szymon Bobek M. Kuk Jakub Brzegowski Edyta Brzychczy Grzegorz J. Nalepa 54 12 0 16 Dec 2021
Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation Giscard Biamby Grace Luo Trevor Darrell Anna Rohrbach 68 26 0 16 Dec 2021
Estimating Uncertainty For Vehicle Motion Prediction on Yandex Shifts Dataset Alexey Pustynnikov D. Eremeev 97 5 0 15 Dec 2021
Decomposing Natural Logic Inferences in Neural NLI Julia Rozanova Deborah Ferreira Marco Valentino Mokanrarangan Thayaparan André Freitas NAI LRM 43 4 0 15 Dec 2021
Leveraging Image-based Generative Adversarial Networks for Time Series Generation Justin Hellermann Stefan Lessmann GAN AI4TS 66 4 0 15 Dec 2021
Deciphering antibody affinity maturation with language models and weakly supervised learning Jeffrey A. Ruffolo Jeffrey J. Gray Jeremias Sulam 45 137 0 14 Dec 2021
Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module Wei-Cheng Tseng Wei Wei Da-Cheng Juan Min Sun 92 2 0 14 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amilcar Soares Franccois Théberge 64 4 0 13 Dec 2021
Fast Single-Core K-Nearest Neighbor Graph Computation Dan Kluser Jonas Bokstaller Samuel Rutz Tobias Buner 44 1 0 13 Dec 2021
Analysis and Prediction of NLP Models Via Task Embeddings Damien Sileo Marie-Francine Moens 57 4 0 10 Dec 2021