Forking Uncertainties: Reliable Prediction and Model Predictive Control
with Sequence Models via Conformal Risk Control

Forking Uncertainties: Reliable Prediction and Model Predictive Control with Sequence Models via Conformal Risk Control

16 October 2023

Sangwoo Park

Osvaldo Simeone

Papers citing "Forking Uncertainties: Reliable Prediction and Model Predictive Control with Sequence Models via Conformal Risk Control"

11 / 11 papers shown

Title
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems Osvaldo Simeone Sangwoo Park Matteo Zecchin 33 0 0 12 Apr 2025
Mirror Online Conformal Prediction with Intermittent Feedback Bowen Wang Matteo Zecchin Osvaldo Simeone CLL 47 2 0 13 Mar 2025
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference Jiayi Huang Sangwoo Park Osvaldo Simeone 56 2 0 03 Jan 2025
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems Qiushuo Hou Sangwoo Park Matteo Zecchin Yunlong Cai Guanding Yu Osvaldo Simeone 19 1 0 30 Sep 2024
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin Sangwoo Park Osvaldo Simeone LM&MA 52 3 0 24 Sep 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy V. Deshmukh 50 12 0 31 Aug 2024
Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving Xi Chen Rahul Bhadani Larry Head 63 0 0 01 Aug 2024
Multicalibration for Confidence Scoring in LLMs Gianluca Detommaso Martín Bertrán Riccardo Fogliato Aaron Roth 19 12 0 06 Apr 2024
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 74 55 0 16 Jun 2023
Locally Typical Sampling Clara Meister Tiago Pimentel Gian Wiher Ryan Cotterell 132 85 0 01 Feb 2022
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking Kumar Pratik Rana Ali Amjad Arash Behboodi Joseph B. Soriaga Max Welling BDL 25 10 0 26 Sep 2021