CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference | Paper Citation Record

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This paper cites Conformal prediction: A gentle introduction.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Conformal prediction: A gentle introduction

Reference 1

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Observation 4ab20b17-79c1-4888-b60f-eea03b49eb1d · outbound

This paper cites Approximate Bayesian Computation with Deep Learning and Conformal prediction.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Approximate Bayesian Computation with Deep Learning and Conformal prediction

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:14:13.120839Z

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This paper cites Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S

Reference 3

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This paper cites Bayesian score calibration for approximate models.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Bayesian score calibration for approximate models

Reference 4

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Observation f9fa2b44-a2e1-4f58-a1b9-88af1436fcad · outbound

This paper cites Mondrian conformal regressors.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Mondrian conformal regressors

Reference 5

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This paper cites o m, Ulf Johansson, and Tuwe L \.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference o m, Ulf Johansson, and Tuwe L \

Reference 6

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Observation 4f334e02-d651-4541-9517-1f407bd47e33 · outbound

This paper cites Boucheron, G.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Boucheron, G

Reference 7

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Observation cf979f04-30b7-4efe-a8af-166b40a98e01 · outbound

This paper cites Distribution-free calibration of statistical confidence sets.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Distribution-free calibration of statistical confidence sets

Reference 8

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Observation d0bfa206-75fc-440e-81d0-d3e278f027f8 · outbound

This paper cites Regression trees for fast and adaptive prediction intervals.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Regression trees for fast and adaptive prediction intervals

Reference 9

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Observation 484c39aa-ebd9-4d87-b533-7222e1363684 · outbound

This paper cites Epistemic uncertainty in conformal scores: A unified approach.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Epistemic uncertainty in conformal scores: A unified approach

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:14.032947Z

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Observation c6cab0a1-fa40-446d-bd17-5c10f1f269fa · outbound

This paper cites Trustworthy scientific inference for inverse problems with generative models.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Trustworthy scientific inference for inverse problems with generative models

Reference 11

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Observation e70f790f-c51d-4715-ad58-7804caf9e688 · outbound

This paper cites Statistical inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Statistical inference

Reference 12

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Observation 87f5c1c6-b56f-4782-9659-a99c36f925c6 · outbound

This paper cites Distributional conformal prediction.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Distributional conformal prediction

Reference 13

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Observation 89f8d2af-d2d7-4d95-9d8d-9af924a06f2b · outbound

This paper cites Ten quick tips for machine learning in computational biology.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Ten quick tips for machine learning in computational biology

Reference 14

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Observation 31166d91-0be0-49c8-b10f-998547b1bba5 · outbound

This paper cites Sampling-based multi-dimensional recalibration.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Sampling-based multi-dimensional recalibration

Reference 15

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Observation 094ea2d5-d861-4cac-b891-4b849817ab3d · outbound

This paper cites Approximating Likelihood Ratios with Calibrated Discriminative Classifiers.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Approximating Likelihood Ratios with Calibrated Discriminative Classifiers

Reference 16

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Observation 98524406-5d9c-469a-9f5a-335fec1c0188 · outbound

This paper cites The frontier of simulation-based inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference The frontier of simulation-based inference

Reference 17

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Observation d7a51e14-941e-4efb-a2e4-a84a3bc426bd · outbound

This paper cites Confidence sets and hypothesis testing in a likelihood-free inference setting.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Confidence sets and hypothesis testing in a likelihood-free inference setting

Reference 18

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Observation a63ab45b-1d91-4a5b-8810-cd4079b7f0f9 · outbound

This paper cites Likelihood-free frequentist inference: bridging classical statistics and machine learning for reliable simulator-based inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Likelihood-free frequentist inference: bridging classical statistics and machine learning for reliable simulator-based inference

Reference 19

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Observation c33becf3-3251-44f1-a5b5-6e9edbbd1bb8 · outbound

This paper cites Truncated proposals for scalable and hassle-free simulation-based inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Truncated proposals for scalable and hassle-free simulation-based inference

Reference 20

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Observation b4ec29f7-8f16-405d-9760-1dbc8a5b3939 · outbound

This paper cites Towards reliable simulation-based inference with balanced neural ratio estimation.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Towards reliable simulation-based inference with balanced neural ratio estimation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.873623Z

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Observation 2c89ac1f-7851-43d6-93b8-f3a4c810b283 · outbound

This paper cites Balancing Simulation-based Inference for Conservative Posteriors.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Balancing Simulation-based Inference for Conservative Posteriors

Reference 22

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Observation 2af290b2-3e6f-470a-89ea-e7afe0887251 · outbound

This paper cites Conditionally calibrated predictive distributions by probability-probability map: application to galaxy redshift estimation and probabilistic forecasting.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Conditionally calibrated predictive distributions by probability-probability map: application to galaxy redshift estimation and probabilistic forecasting

Reference 23

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Observation c5594b19-9edc-4893-b276-3a5284191fb3 · outbound

This paper cites A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression

Reference 24

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Observation 93e71f3f-a472-491d-9c49-4e1b18a3a2c7 · outbound

This paper cites On contrastive learning for likelihood-free inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference On contrastive learning for likelihood-free inference

Reference 25

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Observation d8aed1f0-7b5d-491f-94d8-30d662aad094 · outbound

This paper cites The limits of distribution-free conditional predictive inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference The limits of distribution-free conditional predictive inference

Reference 26

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Observation a7eaec8b-d419-4327-a602-888a668751df · outbound

This paper cites Bayesian inference using synthetic likelihood: asymptotics and adjustments.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Bayesian inference using synthetic likelihood: asymptotics and adjustments

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.820452Z

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Observation e4f8bb74-aed6-4f23-8973-bcfd506e31bf · outbound

This paper cites A unified framework for constructing, tuning and assessing photometric redshift density estimates in a selection bias setting.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference A unified framework for constructing, tuning and assessing photometric redshift density estimates in a selection bias setting

Reference 28

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Observation e7a0ce4f-9491-49af-9465-6a724eb4d645 · outbound

This paper cites Compositional score modeling for simulation-based inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Compositional score modeling for simulation-based inference

Reference 29

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Observation e3502e63-424f-444e-98e3-2a0e1fe7aaef · outbound

This paper cites Automatic posterior transformation for likelihood-free inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Automatic posterior transformation for likelihood-free inference

Reference 30

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Observation b4d70d99-6079-4165-9c09-6017728a2db5 · outbound

This paper cites Bayesian optimization for likelihood-free inference of simulator-based statistical models.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Bayesian optimization for likelihood-free inference of simulator-based statistical models

Reference 31

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Observation e80d6b51-1772-472b-b2bc-969f765bf57e · outbound

This paper cites Likelihood-free mcmc with amortized approximate ratio estimators.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Likelihood-free mcmc with amortized approximate ratio estimators

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.739124Z

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Observation b0e7ab01-dbb2-478a-8490-337d7aa52e52 · outbound

This paper cites Towards constraining warm dark matter with stellar streams through neural simulation-based inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Towards constraining warm dark matter with stellar streams through neural simulation-based inference

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.721196Z

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Observation a22cdb78-ca0f-4cc4-bb25-d91d4d4d6657 · outbound

This paper cites Machine Learning Beyond Point Predictions: Uncertainty Quantification.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Machine Learning Beyond Point Predictions: Uncertainty Quantification

Reference 34

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Observation a860f3d2-48bd-48c3-8092-4452608de224 · outbound

This paper cites High-dimensional density ratio estimation with extensions to approximate likelihood computation.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference High-dimensional density ratio estimation with extensions to approximate likelihood computation

Reference 35

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Observation c036f6d9-2dfa-467b-984f-6fd9ac8712be · outbound

This paper cites Abc--cde: Toward approximate bayesian computation with complex high-dimensional data and limited simulations.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Abc--cde: Toward approximate bayesian computation with complex high-dimensional data and limited simulations

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.671020Z

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Observation f2ce2deb-bcae-4d08-97f8-f2e84852076b · outbound

This paper cites Distribution-free conditional predictive bands using density estimators.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Distribution-free conditional predictive bands using density estimators

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.654204Z

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Observation 33cb0086-6dcb-463e-9aca-946937810b7c · outbound

This paper cites Cd-split and hpd-split: efficient conformal regions in high dimensions.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Cd-split and hpd-split: efficient conformal regions in high dimensions

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.637249Z

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Observation 3a75d1c1-0a0b-465e-9b24-bf7399fb7b35 · outbound

This paper cites Distribution-free prediction bands for non-parametric regression.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Distribution-free prediction bands for non-parametric regression

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.620288Z

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Observation ff40e965-5b71-493b-abbd-d1d263912240 · outbound

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Unresolved cited work

Reference 40

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Observation 80c5c6f1-f187-4c4d-a54c-668a1d384428 · outbound

This paper cites Diffusion posterior sampling for simulation-based inference in tall data settings.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Diffusion posterior sampling for simulation-based inference in tall data settings

Reference 41

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Observation df96cc5e-a65d-4d15-8b9f-af3472b71bee · outbound

This paper cites Flexible statistical inference for mechanistic models of neural dynamics.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Flexible statistical inference for mechanistic models of neural dynamics

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.583964Z

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Observation b8d79da4-42fa-4a3d-b78d-f863e4199fb1 · outbound

This paper cites Benchmarking simulation-based inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Benchmarking simulation-based inference

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.565839Z

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Observation 3fbaba3f-5068-4b11-99a7-9e73489e7b25 · outbound

This paper cites Approximate bayesian computational methods.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Approximate bayesian computational methods

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.548352Z

Source-reported events for the cited work

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Observation 8e0658a0-5cf8-4497-ace3-0d1759c5239e · outbound

This paper cites Simulator-based inference with waldo: Confidence regions by leveraging prediction algorithms and posterior estimators for inverse problems.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Simulator-based inference with waldo: Confidence regions by leveraging prediction algorithms and posterior estimators for inverse problems

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.529721Z

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Observation b514bf17-05c0-4472-b051-20ef4ab1dda8 · outbound

This paper cites Quantile regression forests.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Quantile regression forests

Reference 46

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Observation 0794fb52-a1d7-4833-b67d-aebc4d3889b8 · outbound

This paper cites Deep learning in bioinformatics.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Deep learning in bioinformatics

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:14:13.499722Z

Source-reported events for the cited work

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Observation 3bb34a5e-650d-43c6-8b58-0446d976e7dd · outbound

This paper cites Probabilistic machine learning: an introduction.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Probabilistic machine learning: an introduction

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T17:14:12.215820Z

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Observation b96bdbff-21fe-4b88-8ead-cbaa39ab3b7c · outbound

This paper cites Normalized nonconformity measures for regression conformal prediction.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Normalized nonconformity measures for regression conformal prediction

Reference 49

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Observation 019b3258-f6a1-42e4-b2bc-6659b936a978 · outbound

This paper cites Fast -free inference of simulation models with bayesian conditional density estimation.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Fast -free inference of simulation models with bayesian conditional density estimation

Reference 50

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Observation 06621fb0-f24c-4c9d-8d34-b6f911554b71 · outbound

This paper cites Sequential neural likelihood: Fast likelihood-free inference with autoregressive flows.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Sequential neural likelihood: Fast likelihood-free inference with autoregressive flows

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T17:14:12.235971Z

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Observation 2ef4ab43-e14b-4b42-a5b8-b56634b69b86 · outbound

This paper cites Normalizing flows for probabilistic modeling and inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Normalizing flows for probabilistic modeling and inference

Reference 52

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Observation d6924bb0-4b62-4893-855c-72ef3dc839c6 · outbound

This paper cites Variational Inference with Coverage Guarantees in Simulation-Based Inference.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Variational Inference with Coverage Guarantees in Simulation-Based Inference

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:14:12.535852Z

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Observation a5d6f2cd-ca8b-44d7-9b06-a163ac1499f8 · outbound

This paper cites Scikit-learn: Machine learning in python.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Scikit-learn: Machine learning in python

Reference 54

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This paper cites Conditionally valid probabilistic conformal prediction.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Conditionally valid probabilistic conformal prediction

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Rectifying Conformity Scores for Better Conditional Coverage

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Unresolved cited work

Reference 57

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This paper cites On the application of machine learning in astronomy and astrophysics: A text-mining-based scientometric analysis.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference On the application of machine learning in astronomy and astrophysics: A text-mining-based scientometric analysis

Reference 58

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Cand\`es

Reference 59

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Multivariate density estimation: theory, practice, and visualization

Reference 60

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference A tutorial on conformal prediction

Reference 61

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This paper cites Handbook of approximate Bayesian computation.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Handbook of approximate Bayesian computation

Reference 62

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Inverse problem theory and methods for model parameter estimation

Reference 63

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Machine learning computational fluid dynamics

Reference 64

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Quantifying uncertainty in land-use land-cover classification using conformal statistics

Reference 65

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Enhancing computational fluid dynamics with machine learning

Reference 66

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Conditional validity of inductive conformal predictors

Reference 67

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Algorithmic learning in a random world, volume 29

Reference 68

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Probabilistic conformal prediction using conditional random samples

Reference 69

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This paper cites Addressing Misspecification in Simulation-based Inference through Data-driven Calibration.

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Addressing Misspecification in Simulation-based Inference through Data-driven Calibration

Reference 70

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Flow matching for scalable simulation-based inference

Reference 71

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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference Diagnostics for conditional density models and bayesian inference algorithms

Reference 72

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