Nearest Neighbor Classifiers over Incomplete Information: From Certain
Answers to Certain Predictions

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Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions

11 May 2020

Peng Li

Nezihe Merve Gürel

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Papers citing "Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions"

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Title
Certifiable Robustness for Nearest Neighbor Classifiers Austen Z. Fan Paraschos Koutris AAML 41 6 0 13 Jan 2022
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective Steven Euijong Whang Yuji Roh Hwanjun Song Jae-Gil Lee 83 351 0 13 Dec 2021
A Data Quality-Driven View of MLOps Cédric Renggli Luka Rimanic Nezihe Merve Gürel Bojan Karlavs Wentao Wu Ce Zhang AI4TS 46 66 0 15 Feb 2021
On Convergence of Nearest Neighbor Classifiers over Feature Transformations Luka Rimanic Cédric Renggli Yue Liu Ce Zhang 118 15 0 15 Oct 2020
RAB: Provable Robustness Against Backdoor Attacks Maurice Weber Xiaojun Xu Bojan Karlas Ce Zhang Yue Liu AAML 120 164 0 19 Mar 2020