Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach

Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach

19 May 2017

Emmanouil Antonios Platanios

Tom Michael Mitchell

Papers citing "Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach"

11 / 11 papers shown

Title
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift Renchunzi Xie Ambroise Odonnat Vasilii Feofanov I. Redko Jianfeng Zhang Bo An UQCV 80 1 0 17 Jan 2024
Label-Free Model Evaluation with Semi-Structured Dataset Representations Xiaoxiao Sun Yunzhong Hou Hongdong Li Liang Zheng 24 11 0 01 Dec 2021
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples Yi Xu Jiandong Ding Lu Zhang Shuigeng Zhou 41 32 0 26 Oct 2021
Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles Jiefeng Chen Frederick Liu Besim Avci Xi Wu Yingyu Liang S. Jha 32 61 0 29 Jun 2021
What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? Weijian Deng Stephen Gould Liang Zheng 39 63 0 10 Jun 2021
Self-Training with Weak Supervision Giannis Karamanolakis Subhabrata Mukherjee Guoqing Zheng Ahmed Hassan Awadallah NoLa 29 86 0 12 Apr 2021
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka OOD 8 60 0 06 Jul 2020
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 22 28 0 21 Oct 2019
On Exploring Undetermined Relationships for Visual Relationship Detection Yibing Zhan Jun-chen Yu Ting Yu Dacheng Tao 33 82 0 05 May 2019
Limitations of Assessing Active Learning Performance at Runtime D. Kottke Jim Schellinger Denis Huseljic Bernhard Sick 20 15 0 29 Jan 2019
Scalable Structure Learning for Probabilistic Soft Logic Varun R. Embar Dhanya Sridhar G. Farnadi Lise Getoor NAI 32 8 0 03 Jul 2018