:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Hirsch, Roy, Goldberger, Jacob
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2408.05037
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Conformal Prediction Score that is Robust to Label Noise
by: Penso, Coby, et al.
Published: (2024)

Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy
by: Penso, Coby, et al.
Published: (2024)

Powerful batch conformal prediction for classification
by: Gazin, Ulysse, et al.
Published: (2024)

Efficient Conformal Prediction for Regression Models under Label Noise
by: Cohen, Yahav, et al.
Published: (2025)

Anatomically-aware conformal prediction for medical image segmentation with random walks
by: Gaillochet, Mélanie, et al.
Published: (2026)

Conformal Prediction of Classifiers with Many Classes based on Noisy Labels
by: Penso, Coby, et al.
Published: (2025)

MoGU: Mixture-of-Gaussians with Uncertainty-based Gating for Time Series Forecasting
by: Aviv, Gilad, et al.
Published: (2025)

Privacy-Preserving Conformal Prediction Under Local Differential Privacy
by: Penso, Coby, et al.
Published: (2025)

Detect and Correct: A Selective Noise Correction Method for Learning with Noisy Labels
by: Grinberg, Yuval, et al.
Published: (2025)

Comparison of fine-tuning strategies for transfer learning in medical image classification
by: Davila, Ana, et al.
Published: (2024)

Systematic comparison of semi-supervised and self-supervised learning for medical image classification
by: Huang, Zhe, et al.
Published: (2023)

From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning
by: Huang, Zhe, et al.
Published: (2025)

Resource-efficient medical image classification for edge devices
by: Lavaei, Mahsa, et al.
Published: (2025)

Selecting informative conformal prediction sets with false coverage rate control
by: Gazin, Ulysse, et al.
Published: (2024)

Synthetic medical data generation: state of the art and application to trauma mechanism classification
by: Doremus, Océane, et al.
Published: (2025)

Semiparametric conformal prediction
by: Park, Ji Won, et al.
Published: (2024)

Stacked conformal prediction
by: F, Paulo C. Marques
Published: (2025)

Benchmarking non-conformity score functions in conformal prediction
by: Boman, Sol Erika
Published: (2026)

Skew-adaptive conformal prediction
by: F., Paulo C. Marques, et al.
Published: (2026)

Dynamic feature selection in medical predictive monitoring by reinforcement learning
by: Chen, Yutong, et al.
Published: (2024)

Adaptive conformal classification with noisy labels
by: Sesia, Matteo, et al.
Published: (2023)

Design-based conformal prediction
by: Wieczorek, Jerzy
Published: (2023)

Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
by: Castro-Macías, Francisco M., et al.
Published: (2024)

Deep learning with noisy labels in medical prediction problems: a scoping review
by: Wei, Yishu, et al.
Published: (2024)

Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction
by: Singh, Geethen, et al.
Published: (2024)

Time-uniform conformal and PAC prediction
by: Scharfstein, Kayla E., et al.
Published: (2026)

Data-driven tool wear prediction in milling, based on a process-integrated single-sensor approach
by: Hirsch, Eric, et al.
Published: (2024)

Enhance the after-discharge mortality rate prediction via learning from the medical notes
by: Yang, Zijiang
Published: (2026)

Quantum machine learning for image classification
by: Senokosov, Arsenii, et al.
Published: (2023)

A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning
by: Dewolf, Nicolas
Published: (2024)

Does confidence calibration improve conformal prediction?
by: Xi, Huajun, et al.
Published: (2024)

A multimodal slice discovery framework for systematic failure detection and explanation in medical image classification
by: Liu, Yixuan, et al.
Published: (2026)

Approximate full conformal prediction in an RKHS
by: Razafindrakoto, Davidson Lova, et al.
Published: (2026)

Riddled basin geometry sets fundamental limits to predictability and reproducibility in deep learning
by: Ly, Andrew, et al.
Published: (2025)

The impact of conformer quality on learned representations of molecular conformer ensembles
by: Adams, Keir, et al.
Published: (2025)

Online conformal prediction with decaying step sizes
by: Angelopoulos, Anastasios N., et al.
Published: (2024)

Improving the statistical efficiency of cross-conformal prediction
by: Gasparin, Matteo, et al.
Published: (2025)

Monitoring the calibration of probability forecasts with an application to concept drift detection involving image classification
by: Franck, Christopher T., et al.
Published: (2025)

Tightening optimality gap with confidence through conformal prediction
by: Li, Miao, et al.
Published: (2025)

Stochastic set-valued optimization and its application to robust learning
by: Giovannelli, Tommaso, et al.
Published: (2026)