Rui Luo

Pattern Recognit., 2026

Reliable classification through rank-based conformal prediction sets.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Graph online change point detection based on fréchet statistics.

[BibT_eX]

[DOI]

Neurocomputing, 2026

2025

Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability.

[BibT_eX]

[DOI]

CoRR, June, 2025

Conditional Conformal Risk Adaptation.

[BibT_eX]

[DOI]

CoRR, April, 2025

Conformal load prediction with transductive graph autoencoders.

[BibT_eX]

[DOI]

Nicolò Colombo

Mach. Learn., March, 2025

Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression.

[BibT_eX]

[DOI]

CoRR, March, 2025

Enhanced route planning with calibrated uncertainty set.

[BibT_eX]

[DOI]

Mach. Learn., 2025

Correction to: Conformal load prediction with transductive graph autoencoders.

[BibT_eX]

[DOI]

Nicolò Colombo

Mach. Learn., 2025

Residual Reweighted Conformal Prediction for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

A Review and Comparative Analysis of Univariate Conformal Regression Methods.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, 2025

Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training.

[BibT_eX]

[DOI]

Ting Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Conformal Thresholded Intervals for Efficient Regression.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Conformalized Interval Arithmetic with Symmetric Calibration.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Mutual Information Measure for Glass Ceiling Effect in Preferential Attachment Models.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., December, 2024

Fréchet-Statistics-Based Change Point Detection in Dynamic Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., April, 2024

Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging.

[BibT_eX]

[DOI]

CoRR, 2024

Adaptive Conformal Inference by Particle Filtering under Hidden Markov Models.

[BibT_eX]

[DOI]

Xiaoyi Su

CoRR, 2024

Weighted Aggregation of Conformity Scores for Classification.

[BibT_eX]

[DOI]

CoRR, 2024

Trustworthy Classification through Rank-Based Conformal Prediction Sets.

[BibT_eX]

[DOI]

CoRR, 2024

Entropy Reweighted Conformal Classification.

[BibT_eX]

[DOI]

Nicolò Colombo

Proceedings of the 13th Symposium on Conformal and Probabilistic Prediction with Applications, 2024

Detecting Structural Shifts in Multivariate Hawkes Processes with Fréchet Statistic.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Fréchet Statistics Based Change Point Detection in Multivariate Hawkes Process.

[BibT_eX]

[DOI]

CoRR, 2023

Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution.

[BibT_eX]

[DOI]

CoRR, 2023

Anomalous Edge Detection in Edge Exchangeable Social Network Models.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2022

Controlling Segregation in Social Network Dynamics as an Edge Formation Game.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Echo Chambers and Segregation in Social Networks: Markov Bridge Models and Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2022

Hawkes Process Modeling of Block Arrivals in Bitcoin Blockchain.

[BibT_eX]

[DOI]

Erik Blasch

CoRR, 2022

Mitigating Misinformation Spread on Blockchain Enabled Social Media Networks.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Segregation in Social Networks: MARKOV Bridge Models and Estimation.

[BibT_eX]

[DOI]