{"total":27,"rows":[{"id":"2305.15871","title":"Learning Robust Statistics for Simulation-based Inference under Model Misspecification","created":"2023-05-25","cited_by_count":48,"area":null},{"id":"2404.12484","title":"Neural Methods for Amortized Inference","created":"2024-04-18","cited_by_count":39,"area":null},{"id":"2405.08719","title":"Addressing Misspecification in Simulation-based Inference through Data-driven Calibration","created":"2024-05-14","cited_by_count":27,"area":null},{"id":"2306.03580","title":"L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference","created":"2023-06-06","cited_by_count":18,"area":null},{"id":"2307.13918","title":"Simulation-based Inference for Cardiovascular Models","created":"2023-07-26","cited_by_count":11,"area":null},{"id":"2310.13402","title":"Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability","created":"2023-10-20","cited_by_count":11,"area":null},{"id":"2304.10978","title":"Balancing Simulation-based Inference for Conservative Posteriors","created":"2023-04-21","cited_by_count":10,"area":null},{"id":"2301.13368","title":"Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference","created":"2023-01-31","cited_by_count":8,"area":null},{"id":"2308.01054","title":"Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation","created":"2023-08-02","cited_by_count":8,"area":null},{"id":"2508.17077","title":"CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference","created":"2025-08-23","cited_by_count":6,"area":null},{"id":"2303.04217","title":"AI for Science: An Emerging Agenda","created":"2023-03-07","cited_by_count":5,"area":null},{"id":"2305.14275","title":"Variational Inference with Coverage Guarantees in Simulation-Based Inference","created":"2023-05-23","cited_by_count":5,"area":null},{"id":"2311.10571","title":"Direct Amortized Likelihood Ratio Estimation","created":"2023-11-17","cited_by_count":5,"area":null},{"id":"2408.15136","title":"Low-Budget Simulation-Based Inference with Bayesian Neural Networks","created":"2024-08-27","cited_by_count":5,"area":null},{"id":"2401.02413","title":"Simulation-Based Inference with Quantile Regression","created":"2024-01-04","cited_by_count":4,"area":null},{"id":"2409.04332","title":"Amortized Bayesian Workflow","created":"2024-09-06","cited_by_count":3,"area":null},{"id":"2504.11279","title":"Simulation-based inference for stochastic nonlinear mixed-effects models with applications in systems biology","created":"2025-04-15","cited_by_count":2,"area":null},{"id":"2506.03037","title":"On the Need to Align Intent and Implementation in Uncertainty Quantification for Machine Learning","created":"2025-06-03","cited_by_count":2,"area":null},{"id":"2505.21468","title":"Causal Posterior Estimation","created":"2025-05-27","cited_by_count":1,"area":null},{"id":"2508.02602","title":"Trustworthy scientific inference with generative models","created":"2025-08-04","cited_by_count":1,"area":null},{"id":"2603.26489","title":"Conditional Neural Bayes Ratio Estimation for Experimental Design Optimisation","created":"2026-03-27","cited_by_count":1,"area":null},{"id":"2603.18925","title":"Improving moment tensor solutions under Earth structure uncertainty with simulation-based inference","created":"2026-03-19","cited_by_count":0,"area":null},{"id":"2605.12118","title":"Keeping Score: Adaptive, Tuning-Free Loss Weighting for Score-Augmented Neural Ratio Estimation","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2605.28516","title":"Conservative neural posterior estimation via distributionally robust training","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2609.39525","title":"Mitigating Representation Gaps in Amortized Bayesian Inference with Auxiliary Supervision","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2609.39712","title":"Amortized ratio-estimation importance sampling and localized simulation-based calibration for intractable likelihoods","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.13855","title":"SLICE: Sequential Likelihood-Free Inference via Conformal E-Values","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}