Conformal Load Prediction with Transductive Graph Autoencoders
Fuente:
arXiv
Saved in:
| Main Authors: | Luo, Rui, Colombo, Nicolo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Entropy Reweighted Conformal Classification
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Residual Reweighted Conformal Prediction for Graph Neural Networks
by: Zhang, Zheng, et al.
Published: (2025)
by: Zhang, Zheng, et al.
Published: (2025)
Normalizing Flows for Conformal Regression
by: Colombo, Nicolo
Published: (2024)
by: Colombo, Nicolo
Published: (2024)
Conformal Prediction: A Theoretical Note and Benchmarking Transductive Node Classification in Graphs
by: Maneriker, Pranav, et al.
Published: (2024)
by: Maneriker, Pranav, et al.
Published: (2024)
Stable Localized Conformal Prediction via Transduction
by: Min, Yinjie, et al.
Published: (2026)
by: Min, Yinjie, et al.
Published: (2026)
Interpretable Multivariate Conformal Prediction with Fast Transductive Standardization
by: Fan, Yunjie, et al.
Published: (2025)
by: Fan, Yunjie, et al.
Published: (2025)
Enhanced Route Planning with Calibrated Uncertainty Set
by: Tang, Lingxuan, et al.
Published: (2025)
by: Tang, Lingxuan, et al.
Published: (2025)
Transductive Conformal Inference for Full Ranking
by: Fermanian, Jean-Baptiste, et al.
Published: (2025)
by: Fermanian, Jean-Baptiste, et al.
Published: (2025)
Assumption-free fidelity bounds for hardware noise characterization
by: Colombo, Nicolo
Published: (2025)
by: Colombo, Nicolo
Published: (2025)
Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification
by: Zaz, Brown, et al.
Published: (2026)
by: Zaz, Brown, et al.
Published: (2026)
Co-optimization for Adaptive Conformal Prediction
by: Su, Xiaoyi, et al.
Published: (2026)
by: Su, Xiaoyi, et al.
Published: (2026)
Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression
by: Luo, Rui, et al.
Published: (2025)
by: Luo, Rui, et al.
Published: (2025)
Trustworthy Classification through Rank-Based Conformal Prediction Sets
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Fast Conformal Prediction using Conditional Interquantile Intervals
by: Guo, Naixin, et al.
Published: (2026)
by: Guo, Naixin, et al.
Published: (2026)
Transductive Reward Inference on Graph
by: Qu, Bohao, et al.
Published: (2024)
by: Qu, Bohao, et al.
Published: (2024)
A Theory for Compressibility of Graph Transformers for Transductive Learning
by: Shirzad, Hamed, et al.
Published: (2024)
by: Shirzad, Hamed, et al.
Published: (2024)
Deep Invertible Autoencoders for Dimensionality Reduction of Dynamical Systems
by: Botteghi, Nicolò, et al.
Published: (2026)
by: Botteghi, Nicolò, et al.
Published: (2026)
Conditional Conformal Risk Adaptation
by: Luo, Rui, et al.
Published: (2025)
by: Luo, Rui, et al.
Published: (2025)
Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training
by: Wang, Ting, et al.
Published: (2025)
by: Wang, Ting, et al.
Published: (2025)
Weighted Aggregation of Conformity Scores for Classification
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Conformal Thresholded Intervals for Efficient Regression
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Conformalized Interval Arithmetic with Symmetric Calibration
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Delving into Non-Exchangeability for Conformal Prediction in Graph-Structured Multivariate Time Series
by: Guo, Ruichao, et al.
Published: (2026)
by: Guo, Ruichao, et al.
Published: (2026)
Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks
by: He, Yuntian, et al.
Published: (2024)
by: He, Yuntian, et al.
Published: (2024)
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks
by: Winter, Philip Matthias, et al.
Published: (2024)
by: Winter, Philip Matthias, et al.
Published: (2024)
Weighted Bayesian Conformal Prediction
by: Lou, Xiayin, et al.
Published: (2026)
by: Lou, Xiayin, et al.
Published: (2026)
Similarity-Navigated Conformal Prediction for Graph Neural Networks
by: Song, Jianqing, et al.
Published: (2024)
by: Song, Jianqing, et al.
Published: (2024)
Conformal Graph Prediction with Z-Gromov Wasserstein Distances
by: Melo, Gabriel, et al.
Published: (2026)
by: Melo, Gabriel, et al.
Published: (2026)
GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs
by: Baghershahi, Peyman, et al.
Published: (2026)
by: Baghershahi, Peyman, et al.
Published: (2026)
iN2V: Bringing Transductive Node Embeddings to Inductive Graphs
by: Lell, Nicolas, et al.
Published: (2025)
by: Lell, Nicolas, et al.
Published: (2025)
Transductive Generalization via Optimal Transport and Its Application to Graph Node Classification
by: Park, MoonJeong, et al.
Published: (2026)
by: Park, MoonJeong, et al.
Published: (2026)
Transductive Spiking Graph Neural Networks for Loihi
by: Snyder, Shay, et al.
Published: (2024)
by: Snyder, Shay, et al.
Published: (2024)
Multiclass Transductive Online Learning
by: Hanneke, Steve, et al.
Published: (2024)
by: Hanneke, Steve, et al.
Published: (2024)
Deep Transductive Outlier Detection
by: Klüttermann, Simon, et al.
Published: (2024)
by: Klüttermann, Simon, et al.
Published: (2024)
Local Regularizers Are Not Transductive Learners
by: Jafar, Sky, et al.
Published: (2025)
by: Jafar, Sky, et al.
Published: (2025)
Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks
by: Niu, Peizhi, et al.
Published: (2024)
by: Niu, Peizhi, et al.
Published: (2024)
Conformalized Link Prediction on Graph Neural Networks
by: Zhao, Tianyi, et al.
Published: (2024)
by: Zhao, Tianyi, et al.
Published: (2024)
Multi-model Online Conformal Prediction with Graph-Structured Feedback
by: Hajihashemi, Erfan, et al.
Published: (2025)
by: Hajihashemi, Erfan, et al.
Published: (2025)
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
by: Bao, Jie, et al.
Published: (2025)
by: Bao, Jie, et al.
Published: (2025)
Conformal Risk Minimization with Variance Reduction
by: Noorani, Sima, et al.
Published: (2024)
by: Noorani, Sima, et al.
Published: (2024)
Similar Items
-
Entropy Reweighted Conformal Classification
by: Luo, Rui, et al.
Published: (2024) -
Residual Reweighted Conformal Prediction for Graph Neural Networks
by: Zhang, Zheng, et al.
Published: (2025) -
Normalizing Flows for Conformal Regression
by: Colombo, Nicolo
Published: (2024) -
Conformal Prediction: A Theoretical Note and Benchmarking Transductive Node Classification in Graphs
by: Maneriker, Pranav, et al.
Published: (2024) -
Stable Localized Conformal Prediction via Transduction
by: Min, Yinjie, et al.
Published: (2026)