NeurIPS Poster "conformal prediction" Papers
12 papers found
C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning
Antonios Valkanas, Soumyasundar Pal, Pavel Rumiantsev et al.
NeurIPS 2025posterarXiv:2511.07396
CHiQPM: Calibrated Hierarchical Interpretable Image Classification
Thomas Norrenbrock, Timo Kaiser, Sovan Biswas et al.
NeurIPS 2025posterarXiv:2511.20779
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
Zhengping Jiang, Anqi Liu, Ben Van Durme
NeurIPS 2025posterarXiv:2502.19110
7
citations
Conformal Online Learning of Deep Koopman Linear Embeddings
Ben Gao, Jordan Patracone, Stephane Chretien et al.
NeurIPS 2025posterarXiv:2511.12760
Conformal Prediction in The Loop: A Feedback-Based Uncertainty Model for Trajectory Optimization
Han Wang, Chao Ning
NeurIPS 2025posterarXiv:2510.16376
Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
Liviu Aolaritei, Julie Zhu, Oliver Wang et al.
NeurIPS 2025poster
Exploring the Noise Robustness of Online Conformal Prediction
HuaJun Xi, Kangdao Liu, Hao Zeng et al.
NeurIPS 2025posterarXiv:2501.18363
2
citations
Image Super-Resolution with Guarantees via Conformalized Generative Models
Eduardo Adame, Daniel Csillag, Guilherme Tegoni Goedert
NeurIPS 2025posterarXiv:2502.09664
Language Models Can Predict Their Own Behavior
Dhananjay Ashok, Jonathan May
NeurIPS 2025posterarXiv:2502.13329
5
citations
One Sample is Enough to Make Conformal Prediction Robust
Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski
NeurIPS 2025posterarXiv:2506.16553
3
citations
Synthetic-powered predictive inference
Meshi Bashari, Roy Maor Lotan, Yonghoon Lee et al.
NeurIPS 2025posterarXiv:2505.13432
4
citations
Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands
Vasiliki Tassopoulou, Charis Stamouli, Haochang Shou et al.
NeurIPS 2025posterarXiv:2511.13911