Active Nearest-Neighbor Learning in Metric Spaces

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Active Nearest-Neighbor Learning in Metric Spaces

22 May 2016

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Papers citing "Active Nearest-Neighbor Learning in Metric Spaces"

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Title
Active learning using region-based sampling S. Dasgupta Y. Freund 15 0 0 05 Mar 2023
A Two-Stage Active Learning Algorithm for $k$ -Nearest Neighbors Nick Rittler Kamalika Chaudhuri 127 1 0 19 Nov 2022
Active Nearest Neighbor Regression Through Delaunay Refinement Alexander Kravberg Giovanni Luca Marchetti Vladislav Polianskii Anastasiia Varava Florian T. Pokorny Danica Kragic 102 0 0 16 Jun 2022
On Error and Compression Rates for Prototype Rules Omer Kerem Roi Weiss 46 1 0 16 Jun 2022
Neural Active Learning with Performance Guarantees Pranjal Awasthi Christoph Dann Claudio Gentile Ayush Sekhari Zhilei Wang 56 22 0 06 Jun 2021
Sequential Graph Convolutional Network for Active Learning Razvan Caramalau Binod Bhattarai Tae-Kyun Kim GNN 128 122 0 18 Jun 2020
Boosting algorithms in energy research: A systematic review Hristos Tyralis Georgia Papacharalampous 96 45 0 01 Apr 2020
Universal Bayes consistency in metric spaces Steve Hanneke A. Kontorovich Sivan Sabato Roi Weiss 459 52 0 24 Jun 2019
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples Yizhen Wang S. Jha Kamalika Chaudhuri AAML 228 155 0 13 Jun 2017
Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions A. Kontorovich Sivan Sabato Roi Weiss 172 30 0 23 May 2017
Adaptivity to Noise Parameters in Nonparametric Active Learning A. Locatelli Alexandra Carpentier Samory Kpotufe 64 30 0 16 Mar 2017
Nearly optimal classification for semimetrics Lee-Ad Gottlieb A. Kontorovich 190 18 0 22 Feb 2015
Near-optimal sample compression for nearest neighbors Lee-Ad Gottlieb A. Kontorovich Pinhas Nisnevitch 308 48 0 13 Apr 2014