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Few-Shot Calibration of Set Predictors via Meta-Learned
  Cross-Validation-Based Conformal Prediction

Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
6 October 2022
Sangwoo Park
K. Cohen
Osvaldo Simeone
ArXiv (abs)PDFHTML

Papers citing "Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction"

13 / 13 papers shown
Title
Optimizing In-Context Learning for Efficient Full Conformal Prediction
Optimizing In-Context Learning for Efficient Full Conformal PredictionIEEE Signal Processing Letters (IEEE SPL), 2025
Weicao Deng
Sangwoo Park
Min Li
Osvaldo Simeone
273
0
0
01 Sep 2025
Reliable Wireless Indoor Localization via Cross-Validated Prediction-Powered Calibration
Reliable Wireless Indoor Localization via Cross-Validated Prediction-Powered Calibration
Seonghoon Yoo
Houssem Sifaou
Sangwoo Park
Joonhyuk Kang
Osvaldo Simeone
105
0
0
27 Jul 2025
Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference
Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference
I. Nikoloska
Hamdi Joudeh
Ruud van Sloun
Osvaldo Simeone
160
2
0
29 May 2025
Synthetic-Powered Predictive Inference
Synthetic-Powered Predictive Inference
Meshi Bashari
Roy Maor Lotan
Yonghoon Lee
Edgar Dobriban
Yaniv Romano
424
3
0
19 May 2025
Semi-Supervised Risk Control via Prediction-Powered Inference
Semi-Supervised Risk Control via Prediction-Powered InferenceIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Bat-Sheva Einbinder
Liran Ringel
Yaniv Romano
359
8
0
15 Dec 2024
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless
  Image Classification
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image ClassificationIEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2024
Eslam Eldeeb
M. Shehab
Hirley Alves
Mohamed-Slim Alouini
177
2
0
03 Sep 2024
Cross-Validation Conformal Risk Control
Cross-Validation Conformal Risk ControlInternational Symposium on Information Theory (ISIT), 2024
K. Cohen
Sangwoo Park
Osvaldo Simeone
S. Shamai
317
9
0
22 Jan 2024
Generalization and Informativeness of Conformal Prediction
Generalization and Informativeness of Conformal PredictionInternational Symposium on Information Theory (ISIT), 2024
Matteo Zecchin
Sangwoo Park
Osvaldo Simeone
Fredrik Hellström
260
12
0
22 Jan 2024
On the Temperature of Bayesian Graph Neural Networks for Conformal
  Prediction
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
Seohyeon Cha
Honggu Kang
Joonhyuk Kang
410
4
0
17 Oct 2023
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers
  with Reliability Guarantees
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability GuaranteesIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2023
Jiechen Chen
Sangwoo Park
Osvaldo Simeone
421
8
0
18 May 2023
Calibration-Aware Bayesian Learning
Calibration-Aware Bayesian LearningInternational Workshop on Machine Learning for Signal Processing (MLSP), 2023
Jiayi Huang
Sangwoo Park
Osvaldo Simeone
BDLUQCV
181
3
0
12 May 2023
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via
  Conformal Prediction
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal PredictionIEEE Signal Processing Letters (IEEE SPL), 2023
K. Cohen
Sangwoo Park
Osvaldo Simeone
P. Popovski
S. Shamai
AI4TS
373
11
0
15 Feb 2023
Calibrating AI Models for Wireless Communications via Conformal
  Prediction
Calibrating AI Models for Wireless Communications via Conformal PredictionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
K. Cohen
Sangwoo Park
Osvaldo Simeone
S. Shamai
285
5
0
15 Dec 2022
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