Density Level Set Estimation on Manifolds with DBSCAN

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Density Level Set Estimation on Manifolds with DBSCAN

10 March 2017

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Papers citing "Density Level Set Estimation on Manifolds with DBSCAN"

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Title
Dynamic DBSCAN with Euler Tour Sequences Seiyun Shin Ilan Shomorony Peter Macgregor 48 0 0 11 Mar 2025
Optimal Classification-based Anomaly Detection with Neural Networks: Theory and Practice Tian-Yi Zhou Matthew Lau Jizhou Chen Wenke Lee Xiaoming Huo 81 1 0 13 Sep 2024
Block-Diagonal Guided DBSCAN Clustering Weibing Zhao 122 8 0 31 Mar 2024
Scalable Density-based Clustering with Random Projections Haochuan Xu Ninh Pham 104 1 0 24 Feb 2024
ContCommRTD: A Distributed Content-based Misinformation-aware Community Detection System for Real-Time Disaster Reporting Elena Simona Apostol Ciprian-Octavian Truică Adrian Paschke 77 20 0 30 Jan 2023
Bagged $k$ -Distance for Mode-Based Clustering Using the Probability of Localized Level Sets H. Hang 58 0 0 18 Oct 2022
Active Covering Heinrich Jiang Afshin Rostamizadeh 23 3 0 04 Jun 2021
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm Saptarshi Chakraborty Debolina Paul Swagatam Das 129 21 0 20 Dec 2020
KNN-DBSCAN: a DBSCAN in high dimensions Youguang Chen William Ruys George Biros 34 3 0 09 Sep 2020
Faster DBSCAN via subsampled similarity queries Heinrich Jiang J. Jang Jakub Lacki 29 14 0 11 Jun 2020
Adaptive Manifold Clustering Franz Besold V. Spokoiny 53 2 0 10 Dec 2019
Identifying and Correcting Label Bias in Machine Learning Heinrich Jiang Ofir Nachum FaML 104 284 0 15 Jan 2019
DBSCAN++: Towards fast and scalable density clustering J. Jang Heinrich Jiang 78 69 0 31 Oct 2018
To Trust Or Not To Trust A Classifier Heinrich Jiang Been Kim Melody Y. Guan Maya R. Gupta UQCV 184 473 0 30 May 2018
Quickshift++: Provably Good Initializations for Sample-Based Mean Shift Heinrich Jiang J. Jang Samory Kpotufe VLM OOD 58 37 0 21 May 2018
Nonparametric Stochastic Contextual Bandits M. Guan Heinrich Jiang 132 36 0 05 Jan 2018
On the Consistency of Quick Shift Heinrich Jiang 71 13 0 29 Oct 2017
Non-Asymptotic Uniform Rates of Consistency for k-NN Regression Heinrich Jiang 48 4 0 19 Jul 2017
DBSCAN: Optimal Rates For Density Based Clustering Daren Wang X. Lu Alessandro Rinaldo 40 15 0 09 Jun 2017