Model Stability with Continuous Data Updates

14 January 2022

Papers citing "Model Stability with Continuous Data Updates"

11 / 11 papers shown

Title
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models Alejandro Velez-Arce Marinka Zitnik 24 0 0 08 May 2025
A Tale of Two Imperatives: Privacy and Explainability Supriya Manna Niladri Sett 91 0 0 30 Dec 2024
Stable Update of Regression Trees Morten Blørstad Berent AA. S. Lunde N. Blaser OOD 22 0 0 21 Feb 2024
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks Andreas Roth Thomas Liebig 52 0 0 02 Oct 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 50 64 0 10 May 2023
CoAIcoder: Examining the Effectiveness of AI-assisted Human-to-Human Collaboration in Qualitative Analysis Jie Ying Gao K. T. W. Choo Junming Cao Roy Ka-Wei Lee S. Perrault 16 31 0 12 Apr 2023
Measuring the Instability of Fine-Tuning Yupei Du D. Nguyen 18 4 0 15 Feb 2023
On Fairness and Stability: Is Estimator Variance a Friend or a Foe? Falaah Arif Khan Denys Herasymuk Julia Stoyanovich 28 2 0 09 Feb 2023
Backward Compatibility During Data Updates by Weight Interpolation Raphael Schumann Elman Mansimov Yi-An Lai Nikolaos Pappas Xibin Gao Yi Zhang 11 4 0 25 Jan 2023
On the Prediction Instability of Graph Neural Networks Max Klabunde Florian Lemmerich 40 5 0 20 May 2022
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 252 13,364 0 25 Aug 2014