ICML 2024 "conformal prediction" Papers
14 papers found
Adaptive Conformal Inference by Betting
Aleksandr Podkopaev, Darren Xu, Kuang-chih Lee
ICML 2024poster
Certifiably Byzantine-Robust Federated Conformal Prediction
Mintong Kang, Zhen Lin, Jimeng Sun et al.
ICML 2024poster
Conformalized Adaptive Forecasting of Heterogeneous Trajectories
Yanfei Zhou, Lars Lindemann, Matteo Sesia
ICML 2024poster
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang, HuaJun Xi, Linjun Zhang et al.
ICML 2024poster
Conformal prediction for multi-dimensional time series by ellipsoidal sets
Chen Xu, Hanyang Jiang, Yao Xie
ICML 2024spotlight
Conformal Predictions under Markovian Data
Frédéric Zheng, Alexandre Proutiere
ICML 2024poster
Conformal Prediction with Learned Features
Shayan Kiyani, George J. Pappas, Hamed Hassani
ICML 2024poster
Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
Drew Prinster, Samuel Stanton, Anqi Liu et al.
ICML 2024poster
Data Poisoning Attacks against Conformal Prediction
Yangyi Li, Aobo Chen, Wei Qian et al.
ICML 2024poster
Designing Decision Support Systems using Counterfactual Prediction Sets
Eleni Straitouri, Manuel Gomez-Rodriguez
ICML 2024spotlight
Efficient Online Set-valued Classification with Bandit Feedback
Zhou Wang, Xingye Qiao
ICML 2024poster
Language Models with Conformal Factuality Guarantees
Christopher Mohri, Tatsunori Hashimoto
ICML 2024poster
Robust Yet Efficient Conformal Prediction Sets
Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski
ICML 2024poster
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
Ziquan Liu, Yufei Cui, Yan Yan et al.
ICML 2024poster