v1v2v3 (latest)

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 2,085 papers shown

Title
BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha Statues B. Renoust Matheus Oliveira Franca J. Chan Van Le Ayaka Uesaka Yuta Nakashima Hajime Nagahara Jueren Wang Yutaka Fujioka 18 4 0 17 Sep 2019
Deep Prediction of Investor Interest: a Supervised Clustering Approach Baptiste Barreau Laurent Carlier D. Challet 35 1 0 11 Sep 2019
When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures Gil Fidel Ron Bitton A. Shabtai FAtt GAN 63 120 0 08 Sep 2019
Unsupervised Construction of Knowledge Graphs From Text and Code Kun Cao James P. Fairbanks 70 10 0 25 Aug 2019
K-Nearest Neighbor Approximation Via the Friend-of-a-Friend Principle Jacob D. Baron R. Darling 44 10 0 20 Aug 2019
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification Xiaoyu Zhang Jingqing Zhang Kai Sun Xian Yang Chengliang Dai Yike Guo DRL 68 67 0 17 Aug 2019
Visualization of Very Large High-Dimensional Data Sets as Minimum Spanning Trees Daniel Probst J. Reymond 100 209 0 16 Aug 2019
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding Ryan McConville Raúl Santos-Rodríguez Robert Piechocki I. Craddock 96 110 0 16 Aug 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 106 187 0 15 Aug 2019
Structuring Autoencoders Marco Rudolph Bastian Wandt Bodo Rosenhahn 122 29 0 07 Aug 2019
Stress-Plus-X (SPX) Graph Layout S. Devkota Abu Reyan Ahmed F. D. Luca Kate Isaacs Stephen Kobourov 23 14 0 04 Aug 2019
Kannada-MNIST: A new handwritten digits dataset for the Kannada language Vinay Uday Prabhu 72 51 0 03 Aug 2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks Bret A. Nestor Matthew B. A. McDermott Willie Boag G. Berner Tristan Naumann Michael C. Hughes Anna Goldenberg Marzyeh Ghassemi OOD 95 114 0 02 Aug 2019
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics Mark Weber Giacomo Domeniconi Jie Chen D. Weidele Claudio Bellei Tom Robinson C. E. Leiserson 76 329 0 31 Jul 2019
Charting the Right Manifold: Manifold Mixup for Few-shot Learning Puneet Mangla M. Singh Abhishek Sinha Nupur Kumari V. Balasubramanian Balaji Krishnamurthy SSL 113 329 0 28 Jul 2019
Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID Devinder Kumar P. Siva P. Marchwica A. Wong 86 17 0 28 Jul 2019
Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample Datasets Frederik Kratzert D. Klotz Guy Shalev Günter Klambauer Sepp Hochreiter G. Nearing 82 570 0 19 Jul 2019
Federated Principal Component Analysis Andreas Grammenos R. Mendoza-Smith Jon Crowcroft Cecilia Mascolo FedML 138 11 0 18 Jul 2019
Improving the Projection of Global Structures in Data through Spanning Trees Daniel Alcaide J. Aerts 31 0 0 12 Jul 2019
Beyond Imitation: Generative and Variational Choreography via Machine Learning M. Pettee C. Shimmin Douglas Duhaime I. Vidrin DRL 45 23 0 11 Jul 2019
Latent ODEs for Irregularly-Sampled Time Series Yulia Rubanova Ricky T. Q. Chen David Duvenaud BDL AI4TS 100 260 0 08 Jul 2019
Learning a Behavioral Repertoire from Demonstrations Niels Justesen Miguel González Duque Daniel Cabarcas Jaramillo Jean-Baptiste Mouret S. Risi OffRL 31 2 0 05 Jul 2019
Visualization of Emergency Department Clinical Data for Interpretable Patient Phenotyping N. Hurley A. Haimovich R. A. Taylor B. Mortazavi 11 5 0 05 Jul 2019
Geodesic Learning via Unsupervised Decision Forests Meghana Madhyastha Percy Li J. Browne Veronika Strnadová-Neeley Carey E. Priebe Randal C. Burns Joshua T. Vogelstein 20 3 0 05 Jul 2019
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 95 86 0 04 Jul 2019
Spectral Overlap and a Comparison of Parameter-Free, Dimensionality Reduction Quality Metrics Jonathan Johannemann Robert Tibshirani 31 2 0 03 Jul 2019
A flexible EM-like clustering algorithm for noisy data V. Roizman Matthieu Jonckheere Frédéric Pascal 61 15 0 02 Jul 2019
Selecting the independent coordinates of manifolds with large aspect ratios Yu-Chia Chen M. Meilă 81 15 0 02 Jul 2019
Loss Switching Fusion with Similarity Search for Video Classification Lei Wang D. Huynh M. Mansour 73 24 0 27 Jun 2019
No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms Max Vladymyrov 20 2 0 26 Jun 2019
GAIT: A Geometric Approach to Information Theory Jose Gallego-Posada Ankit Vani Max Schwarzer Simon Lacoste-Julien 50 8 0 19 Jun 2019
Anomaly Detection with Joint Representation Learning of Content and Connection Junhao Wang Renhao Wang Aayushi Kulshrestha Reihaneh Rabbany 20 1 0 16 Jun 2019
Telephonetic: Making Neural Language Models Robust to ASR and Semantic Noise Christopher Larson Tarek Lahlou Diana Mingels Zachary Kulis Erik T. Mueller 32 2 0 13 Jun 2019
Spaceland Embedding of Sparse Stochastic Graphs N. Pitsianis A. Iliopoulos D. Floros Xiaobai Sun 51 6 0 13 Jun 2019
Generative Continual Concept Learning Mohammad Rostami Soheil Kolouri J. McClelland Praveen K. Pilly CLL BDL 48 46 0 10 Jun 2019
Visualizing and Measuring the Geometry of BERT Andy Coenen Emily Reif Ann Yuan Been Kim Adam Pearce F. Viégas Martin Wattenberg MILM 99 419 0 06 Jun 2019
Topological Autoencoders Michael Moor Max Horn Bastian Rieck Karsten Borgwardt 153 150 0 03 Jun 2019
An Unsupervised Framework for Comparing Graph Embeddings B. Kamiński P. Prałat F. Théberge 53 15 0 29 May 2019
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information Bo Kang Dario Garcia-Garcia Jefrey Lijffijt Raúl Santos-Rodríguez T. D. Bie 34 4 0 24 May 2019
Characterizing Certain DNS DDoS Attacks Renée Burton AAML 28 1 0 23 May 2019
Self-Supervised Similarity Learning for Digital Pathology J. Gildenblat Eldad Klaiman SSL 61 48 0 20 May 2019
Credit Scoring for Micro-Loans N. Dubina Dasom Kang Alex Suh 13 0 0 10 May 2019
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning Takanori Fujiwara Oh-Hyun Kwon K. Ma 107 79 0 10 May 2019
Identifying collaborators in large codebases Waren Long Vadim Markovtsev Hugo Mougard Egor Bulychev Jan Hula 16 0 0 07 May 2019
A Similarity Measure for Material Appearance Manuel Lagunas Sandra Malpica Ana Serrano Elena Garces Diego F. F. Gutierrez B. Masiá 3DV 66 64 0 04 May 2019
Indoor Localization for IoT Using Adaptive Feature Selection: A Cascaded Machine Learning Approach M. AlHajri N. Ali R. Shubair 24 63 0 03 May 2019
Distributed generation of privacy preserving data with user customization Xiao Chen Thomas Navidi Stefano Ermon Ram Rajagopal 69 11 0 20 Apr 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 74 195 0 18 Apr 2019
The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein-protein interaction and signalling networks B. Ágg Andrea Csaszar M. Szalay-Beko D. Veres R. Mizsei P. Ferdinandy P. Csermely István A. Kovács 8 24 0 08 Apr 2019
A Learned Representation for Scalable Vector Graphics Raphael Gontijo-Lopes David R Ha Douglas Eck Jonathon Shlens GAN OCL 76 118 0 04 Apr 2019