Papers
Conformal forecasting for surgical instrument trajectory
Sara Sangalli, Gary Sarwin, Ertunc Erdil et al.
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates
Baozhen Wang, Xingye Qiao
Conformalized Answer Set Prediction for Knowledge Graph Embedding
Yuqicheng Zhu, Nico Potyka, Jiarong Pan et al.
Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback
Michelle D Zhao, Henny Admoni, Reid Simmons et al.
Conformalized Interval Arithmetic with Symmetric Calibration
Rui Luo, Zhixin Zhou
Conformalized Survival Analysis for General Right-Censored Data
Hen Davidov, Shai Feldman, Gil Shamai et al.
Conformal Language Model Reasoning with Coherent Factuality
Maxon Rubin-Toles, Maya Gambhir, Keshav Ramji et al.
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation
Sayak Nag, Udita Ghosh, Calvin-Khang Ta et al.
Conformal Prediction as Bayesian Quadrature
Jake C. Snell, Thomas L. Griffiths
Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information
Ömer Faruk Akgül, Rajgopal Kannan, Viktor Prasanna
Conformal Prediction for Image Segmentation Using Morphological Prediction Sets
Luca Mossina, Corentin Friedrich
Conformal Prediction for Partial Label Learning
Xiuwen Gong, Nitin Bisht, Guandong Xu
Conformal Prediction for Zero-Shot Models
Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz
Conformal Prediction Sets Can Cause Disparate Impact
Jesse C. Cresswell, Bhargava Kumar, Yi Sui et al.
Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
Hooman Shahrokhi, Devjeet Raj Roy, Yan Yan et al.
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift
Baozhen Wang, Xingye Qiao
Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
Qian Peng, Yajie Bao, Haojie Ren et al.
Conformal Prediction without Nonconformity Scores
Jonas Hanselle, Alireza Javanmardi, Tobias Florin Oberkofler et al.
Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography
Jacopo Teneggi, J. Webster Stayman, Jeremias Sulam
ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction
Danhui Chen, Ziquan Liu, Chuxi Yang et al.
Conformal Structured Prediction
Botong Zhang, Shuo Li, Osbert Bastani
Conformal Tail Risk Control for Large Language Model Alignment
Catherine Chen, Jingyan Shen, Zhun Deng et al.
Conformal Thresholded Intervals for Efficient Regression
Rui Luo, Zhixin Zhou
Conformity in Large Language Models
Xiaochen Zhu, Caiqi Zhang, Tom Stafford et al.