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2006.00683
Cited By

Logistic Regression for Massive Data with Rare Events

Logistic Regression for Massive Data with Rare Events

International Conference on Machine Learning (ICML), 2020

1 June 2020

ArXiv (abs)PDF HTML

Papers citing "Logistic Regression for Massive Data with Rare Events"

9 / 9 papers shown

Concentration and excess risk bounds for imbalanced classification with synthetic oversampling

Concentration and excess risk bounds for imbalanced classification with synthetic oversampling

Mohammadreza M. Kalan

François Portier

Gilles Stupfler

148

1

0

23 Oct 2025

Novel Subsampling Strategies for Heavily Censored Reliability Data

Novel Subsampling Strategies for Heavily Censored Reliability DataStatistics and its Interface (SII), 2024

Dennis K. J. Lin

210

1

0

30 Oct 2024

Optimal Downsampling for Imbalanced Classification with Generalized
Linear Models

Optimal Downsampling for Imbalanced Classification with Generalized Linear Models

Krzysztof Dembczynski

152

1

0

11 Oct 2024

A Provably Accurate Randomized Sampling Algorithm for Logistic
Regression

A Provably Accurate Randomized Sampling Algorithm for Logistic Regression

Agniva Chowdhury

Pradeep Ramuhalli

273

1

0

26 Feb 2024

Mini-batch Gradient Descent with Buffer

Mini-batch Gradient Descent with Buffer

285

1

0

14 Dec 2023

Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems

Graph-Based Model-Agnostic Data Subsampling for Recommendation SystemsKnowledge Discovery and Data Mining (KDD), 2023

258

3

0

25 May 2023

A Comparison of Approaches for Imbalanced Classification Problems in the
Context of Retrieving Relevant Documents for an Analysis

A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an AnalysisJournal of Computational Social Science (JCSS), 2022

Sandra Wankmüller

313

5

0

03 May 2022

Nonuniform Negative Sampling and Log Odds Correction with Rare Events
Data

Nonuniform Negative Sampling and Log Odds Correction with Rare Events DataNeural Information Processing Systems (NeurIPS), 2021

150

24

0

25 Oct 2021

Optimal Binary Classification Beyond Accuracy

Optimal Binary Classification Beyond Accuracy

347

9

0

05 Jul 2021

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