Active Nearest-Neighbor Learning in Metric Spaces

22 May 2016

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

10 / 10 papers shown

Title
A Two-Stage Active Learning Algorithm for $k$ -Nearest Neighbors Nick Rittler Kamalika Chaudhuri 26 1 0 19 Nov 2022
Visual Transformer for Task-aware Active Learning Razvan Caramalau Binod Bhattarai Tae-Kyun Kim ViT 16 11 0 07 Jun 2021
Neural Active Learning with Performance Guarantees Pranjal Awasthi Christoph Dann Claudio Gentile Ayush Sekhari Zhilei Wang 32 22 0 06 Jun 2021
Sequential Graph Convolutional Network for Active Learning Razvan Caramalau Binod Bhattarai Tae-Kyun Kim GNN 27 118 0 18 Jun 2020
Universal Bayes consistency in metric spaces Steve Hanneke A. Kontorovich Sivan Sabato Roi Weiss 26 52 0 24 Jun 2019
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples Yizhen Wang S. Jha Kamalika Chaudhuri AAML 16 154 0 13 Jun 2017
Exact Lower Bounds for the Agnostic Probably-Approximately-Correct (PAC) Machine Learning Model A. Kontorovich I. Pinelis 13 20 0 29 Jun 2016
Nearly optimal classification for semimetrics Lee-Ad Gottlieb A. Kontorovich 35 18 0 22 Feb 2015
Near-optimal sample compression for nearest neighbors Lee-Ad Gottlieb A. Kontorovich Pinhas Nisnevitch 46 48 0 13 Apr 2014
Adaptive Metric Dimensionality Reduction Lee-Ad Gottlieb A. Kontorovich Robert Krauthgamer 58 39 0 12 Feb 2013