On Convergence of Nearest Neighbor Classifiers over Feature
Transformations

On Convergence of Nearest Neighbor Classifiers over Feature Transformations

15 October 2020

Cédric Renggli

Papers citing "On Convergence of Nearest Neighbor Classifiers over Feature Transformations"

15 / 15 papers shown

Title
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions Bojan Karlavs Peng Li Renzhi Wu Nezihe Merve Gürel Xu Chu Wentao Wu Ce Zhang 33 57 0 11 May 2020
Deep k-NN for Noisy Labels Dara Bahri Heinrich Jiang Maya R. Gupta NoLa 25 81 0 26 Apr 2020
Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? R. Jia Fan Wu Xuehui Sun Jiacen Xu David Dao Bhavya Kailkhura Ce Zhang Yue Liu D. Song TDI 14 19 0 17 Nov 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 49 432 0 01 Oct 2019
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms Ruoxi Jia David Dao Wei Ping F. Hubis Nezihe Merve Gürel Yue Liu Ce Zhang C. Spanos D. Song TDI FedML 18 200 0 22 Aug 2019
Towards Efficient Data Valuation Based on the Shapley Value R. Jia David Dao Wei Ping F. Hubis Nicholas Hynes Nezihe Merve Gürel Yue Liu Ce Zhang D. Song C. Spanos TDI 39 407 0 27 Feb 2019
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 41 145 0 14 Aug 2018
Lipschitz regularity of deep neural networks: analysis and efficient estimation Kevin Scaman Aladin Virmaux 51 523 0 28 May 2018
Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning Nicolas Papernot Patrick McDaniel OOD AAML 59 505 0 13 Mar 2018
$k$ -Nearest Neighbor Augmented Neural Networks for Text Classification Zhiguo Wang Wael Hamza Linfeng Song RALM 20 16 0 25 Aug 2017
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples Yizhen Wang S. Jha Kamalika Chaudhuri AAML 65 155 0 13 Jun 2017
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units Wenling Shang Kihyuk Sohn Diogo Almeida Honglak Lee 44 503 0 16 Mar 2016
Rates of Convergence for Nearest Neighbor Classification Kamalika Chaudhuri S. Dasgupta 72 147 0 30 Jun 2014
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 264 467 0 17 Aug 2007
A tutorial on conformal prediction Glenn Shafer V. Vovk 173 1,122 0 21 Jun 2007