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Papers
2002.09831
Cited By

On the Role of Dataset Quality and Heterogeneity in Model Confidence

On the Role of Dataset Quality and Heterogeneity in Model Confidence

23 February 2020

ArXiv (abs)PDF HTML

Papers citing "On the Role of Dataset Quality and Heterogeneity in Model Confidence"

7 / 7 papers shown

Optimizing for ROC Curves on Class-Imbalanced Data by Training over a
Family of Loss Functions

Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions

Kelsey Lieberman

Swarna Kamlam Ravindran

392

2

0

08 Feb 2024

Bayesian Low-rank Adaptation for Large Language Models

Bayesian Low-rank Adaptation for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023

Laurence Aitchison

927

105

0

24 Aug 2023

Learning When to Say "I Don't Know"

Learning When to Say "I Don't Know"International Symposium on Visual Computing (ISVC), 2022

Nicholas Kashani Motlagh

195

2

0

11 Sep 2022

Confident AI

368

7

0

12 Feb 2022

AutoBalance: Optimized Loss Functions for Imbalanced Data

AutoBalance: Optimized Loss Functions for Imbalanced DataNeural Information Processing Systems (NeurIPS), 2022

Christos Thrampoulidis

229

84

0

04 Jan 2022

Post-hoc Models for Performance Estimation of Machine Learning Inference

Post-hoc Models for Performance Estimation of Machine Learning Inference

235

7

0

06 Oct 2021

Label-Imbalanced and Group-Sensitive Classification under
Overparameterization

Label-Imbalanced and Group-Sensitive Classification under OverparameterizationNeural Information Processing Systems (NeurIPS), 2021

Ganesh Ramachandra Kini

Orestis Paraskevas

Christos Thrampoulidis

597

116

0

02 Mar 2021

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