Imagen de Portada

On Temperature Scaling and Conformal Prediction of Deep Classifiers

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Dabah, Lahav, Tirer, Tom
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Enhancing Conformal Prediction via Class Similarity
por: Fargion, Ariel, et al.
Publicado: (2025)

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

Graph Edit Distance Formulation for the Vehicle Routing Problem: Theory and Analysis
por: Dabah, Adel
Publicado: (2026)

Can Kernel Methods Explain How the Data Affects Neural Collapse?
por: Kothapalli, Vignesh, et al.
Publicado: (2024)

Does the Data Processing Inequality Reflect Practice? On the Utility of Low-Level Tasks
por: Turgeman, Roy, et al.
Publicado: (2025)

C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets
por: Liu, Kangdao, et al.
Publicado: (2024)

Reducing Diffusion Model Memorization with Higher Order Langevin Dynamics
por: Sterling, Benjamin, et al.
Publicado: (2026)

Catastrophic Forgetting Mitigation Through Plateau Phase Activity Profiling
por: Mashiach, Idan, et al.
Publicado: (2025)

(SP)$^2$-Net: A Neural Spatial Spectrum Method for DOA Estimation
por: Berman, Lioz, et al.
Publicado: (2025)

Unveiling Multiple Descents in Unsupervised Autoencoders
por: Rahimi, Kobi, et al.
Publicado: (2024)

Conformal Prediction for Deep Classifier via Label Ranking
por: Huang, Jianguo, et al.
Publicado: (2023)

Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction
por: Karimi, Hamed, et al.
Publicado: (2024)

LORENZA: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM
por: Refael, Yehonathan, et al.
Publicado: (2025)

Deep Internal Learning: Deep Learning from a Single Input
por: Tirer, Tom, et al.
Publicado: (2023)

SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training
por: Refael, Yehonathan, et al.
Publicado: (2025)

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
por: Shi, Yuanjie, et al.
Publicado: (2025)

On the Expected Size of Conformal Prediction Sets
por: Dhillon, Guneet S., et al.
Publicado: (2023)

Image-Adaptive GAN based Reconstruction
por: Hussein, Shady Abu, et al.
Publicado: (2019)

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

Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
por: Shahrokhi, Hooman, et al.
Publicado: (2025)

Learning Conformal Explainers for Image Classifiers
por: Alkhatib, Amr, et al.
Publicado: (2025)

Conformal Off-Policy Prediction for Multi-Agent Systems
por: Kuipers, Tom, et al.
Publicado: (2024)

Parametric Scaling Law of Tuning Bias in Conformal Prediction
por: Zeng, Hao, et al.
Publicado: (2025)

On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning
por: Scemama, Paul, et al.
Publicado: (2023)

Deep Learning for Prediction and Classifying the Dynamical behaviour of Piecewise Smooth Maps
por: S, Vismaya V, et al.
Publicado: (2024)

Strategic Conformal Prediction
por: Csillag, Daniel, et al.
Publicado: (2024)

Conformal Structured Prediction
por: Zhang, Botong, et al.
Publicado: (2024)

Backward Conformal Prediction
por: Gauthier, Etienne, et al.
Publicado: (2025)

Value-Based Deep RL Scales Predictably
por: Rybkin, Oleh, et al.
Publicado: (2025)

Exploration of Low-Power Flexible Stress Monitoring Classifiers for Conformal Wearables
por: Afentaki, Florentia, et al.
Publicado: (2025)

Conformal Prediction for Multimodal Regression
por: Bose, Alexis, et al.
Publicado: (2024)

Conformal Prediction and Trustworthy AI
por: Bellotti, Anthony, et al.
Publicado: (2025)

Leverage-Weighted Conformal Prediction
por: Fadnavis, Shreyas
Publicado: (2026)

Counterfactually Fair Conformal Prediction
por: Guldogan, Ozgur, et al.
Publicado: (2025)

Conformal Loss-Controlling Prediction
por: Wang, Di, et al.
Publicado: (2023)

Singleton-Optimized Conformal Prediction
por: Wang, Tao, et al.
Publicado: (2025)

Conformal Prediction for Compositional Data
por: Amaral, Lucas P., et al.
Publicado: (2025)

Differentially Private Conformal Prediction
por: Wu, Jiamei, et al.
Publicado: (2026)

Online Localized Conformal Prediction
por: Lai, Yuheng, et al.
Publicado: (2026)

Dual-Scale Temporal Fusion Reveals Structured Predictability in Subseasonal-to-Seasonal Temperature Prediction
por: Bashir, Elnaz, et al.
Publicado: (2026)