Transfer and Marginalize: Explaining Away Label Noise with Privileged
Information

Transfer and Marginalize: Explaining Away Label Noise with Privileged Information

18 February 2022

Rodolphe Jenatton

Efi Kokiopoulou

Papers citing "Transfer and Marginalize: Explaining Away Label Noise with Privileged Information"

11 / 11 papers shown

Title
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting Shai Feldman Stephen Bates Yaniv Romano 27 0 0 07 May 2025
Rethinking Knowledge Transfer in Learning Using Privileged Information Danil Provodin Bram van den Akker Christina Katsimerou M. Kaptein Mykola Pechenizkiy 36 0 0 26 Aug 2024
On Subjective Uncertainty Quantification and Calibration in Natural Language Generation Ziyu Wang Chris Holmes UQLM 45 4 0 07 Jun 2024
MathWriting: A Dataset For Handwritten Mathematical Expression Recognition Philippe Gervais Asya Fadeeva Andrii Maksai 23 4 0 16 Apr 2024
Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels Ke Wang Guillermo Ortiz-Jimenez Rodolphe Jenatton Mark Collier Efi Kokiopoulou Pascal Frossard AAML 17 2 0 10 Oct 2023
When does Privileged Information Explain Away Label Noise? Guillermo Ortiz-Jiménez Mark Collier Anant Nawalgaria Alexander DÁmour Jesse Berent Rodolphe Jenatton E. Kokiopoulou NoLa 152 7 0 03 Mar 2023
Toward Understanding Privileged Features Distillation in Learning-to-Rank Shuo Yang Sujay Sanghavi Holakou Rahmanian J. Bakus S.V.N. Vishwanathan 113 14 0 19 Sep 2022
Eliciting and Learning with Soft Labels from Every Annotator K. M. Collins Umang Bhatt Adrian Weller 11 44 0 02 Jul 2022
Correlated Input-Dependent Label Noise in Large-Scale Image Classification Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent NoLa 176 53 0 19 May 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,471 0 17 Apr 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016