Cover Image

Conformal Prediction with Time-Series Data via Sequential Conformalized Density Regions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sampson, M., Chan, K. S.
Format:	Preprint
Published:	2026
Subjects:	Methodology Statistics Theory Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Flexible Conformal Highest Predictive Conditional Density Sets
by: Sampson, Max, et al.
Published: (2024)

Theoretical Foundations of Conformal Prediction
by: Angelopoulos, Anastasios N., et al.
Published: (2024)

Fuzzy Prediction Sets: Conformal Prediction with E-values
by: Koning, Nick W., et al.
Published: (2025)

Interpretable Multivariate Conformal Prediction with Fast Transductive Standardization
by: Fan, Yunjie, et al.
Published: (2025)

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

Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
by: Jin, Ying, et al.
Published: (2024)

Max-Rank: Efficient Multiple Testing for Conformal Prediction
by: Timans, Alexander, et al.
Published: (2023)

Multiply Robust Conformal Risk Control with Coarsened Data
by: Paul, Manit, et al.
Published: (2025)

Weighted Conformal Clustering
by: Nath, Anirban, et al.
Published: (2026)

Probabilistic Conformal Prediction with Approximate Conditional Validity
by: Plassier, Vincent, et al.
Published: (2024)

Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces
by: Lugosi, Gábor, et al.
Published: (2025)

Online Selective Conformal Prediction with Asymmetric Rules: A Permutation Test Approach
by: Zheng, Mingyi, et al.
Published: (2026)

Label Noise Robustness of Conformal Prediction
by: Einbinder, Bat-Sheva, et al.
Published: (2022)

Testing for Outliers with Conformal p-values
by: Bates, Stephen, et al.
Published: (2021)

Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
by: Aolaritei, Liviu, et al.
Published: (2025)

Conformal Risk Control for Non-Monotonic Losses
by: Angelopoulos, Anastasios N.
Published: (2026)

Bias-Aware Conformal Prediction for Metric-Based Imaging Pipelines
by: Cheung, Matt Y., et al.
Published: (2024)

Conformal Risk Control
by: Angelopoulos, Anastasios N., et al.
Published: (2022)

On the Role of Surrogates in Conformal Inference of Individual Causal Effects
by: Gao, Chenyin, et al.
Published: (2024)

Leave a Window Out: Modifying the Jackknife for Predictive Inference in Time Series
by: Jiang, Hanyang, et al.
Published: (2026)

Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics
by: de Souza, Douglas Baptista, et al.
Published: (2024)

Bayesian Conformal Prediction via the Bayesian Bootstrap
by: Gibson, Graham
Published: (2025)

ResCP: Reservoir Conformal Prediction for Time Series Forecasting
by: Neglia, Roberto, et al.
Published: (2025)

Bayesian Conformal-Projective Prediction
by: Roy, Arkaprava, et al.
Published: (2026)

Sequential Kernelized Independence Testing
by: Podkopaev, Aleksandr, et al.
Published: (2022)

Kernel-based Optimally Weighted Conformal Time-Series Prediction
by: Lee, Jonghyeok, et al.
Published: (2024)

Multi-Armed Sequential Hypothesis Testing by Betting
by: Sandoval, Ricardo J., et al.
Published: (2026)

SymmPI: Predictive Inference for Data with Group Symmetries
by: Dobriban, Edgar, et al.
Published: (2023)

Multivariate Standardized Residuals for Conformal Prediction
by: Braun, Sacha, et al.
Published: (2025)

Targeted Data Fusion for Region-Specific Survival Effects in the AMP HIV Prevention Trials
by: Liu, Yi, et al.
Published: (2025)

On Statistical Inference for High-Dimensional Binary Time Series
by: Dai, Dehao, et al.
Published: (2025)

Globally-Optimal Greedy Experiment Selection for Active Sequential Estimation
by: Li, Xiaoou, et al.
Published: (2024)

Conditional Predictive Inference for General Structured Data with Group Symmetries
by: Shen, Yichen, et al.
Published: (2026)

Optimal Demixing of Nonparametric Densities
by: Fan, Jianqing, et al.
Published: (2026)

Fast and Provably Accurate Sequential Designs using Hilbert Space Gaussian Processes
by: Zhu, Huanyan, et al.
Published: (2026)

Highest Probability Density Conformal Regions
by: Sampson, Max, et al.
Published: (2024)

PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework
by: Agarwal, Abhineet, et al.
Published: (2025)

Conformal Link Prediction with False Discovery Rate Control
by: Du, Wenqin, et al.
Published: (2025)

Conformal Predictions under Markovian Data
by: Zheng, Frédéric, et al.
Published: (2024)

Anytime-Valid Tests of Group Invariance through Conformal Prediction
by: Lardy, Tyron, et al.
Published: (2024)