2024 Poster "conformal prediction" Papers
13 papers found
Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction
Alexander Timans, Christoph-Nikolas Straehle, Kaspar Sakmann et al.
ECCV 2024posterarXiv:2403.07263
18
citations
Adaptive Conformal Inference by Betting
Aleksandr Podkopaev, Darren Xu, Kuang-chih Lee
ICML 2024posterarXiv:2412.19318
Certifiably Byzantine-Robust Federated Conformal Prediction
Mintong Kang, Zhen Lin, Jimeng Sun et al.
ICML 2024posterarXiv:2406.01960
Conformalized Adaptive Forecasting of Heterogeneous Trajectories
Yanfei Zhou, Lars Lindemann, Matteo Sesia
ICML 2024posterarXiv:2402.09623
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang, HuaJun Xi, Linjun Zhang et al.
ICML 2024posterarXiv:2310.06430
Conformal Predictions under Markovian Data
Frédéric Zheng, Alexandre Proutiere
ICML 2024posterarXiv:2407.15277
Conformal Prediction with Learned Features
Shayan Kiyani, George J. Pappas, Hamed Hassani
ICML 2024posterarXiv:2404.17487
Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
Drew Prinster, Samuel Stanton, Anqi Liu et al.
ICML 2024posterarXiv:2405.06627
Data Poisoning Attacks against Conformal Prediction
Yangyi Li, Aobo Chen, Wei Qian et al.
ICML 2024poster
Efficient Online Set-valued Classification with Bandit Feedback
Zhou Wang, Xingye Qiao
ICML 2024posterarXiv:2405.04393
Language Models with Conformal Factuality Guarantees
Christopher Mohri, Tatsunori Hashimoto
ICML 2024posterarXiv:2402.10978
Robust Yet Efficient Conformal Prediction Sets
Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski
ICML 2024posterarXiv:2407.09165
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
Ziquan Liu, Yufei Cui, Yan Yan et al.
ICML 2024posterarXiv:2405.08886