{"total":42,"rows":[{"id":"2504.01848","title":"PaperBench: Evaluating AI's Ability to Replicate AI Research","created":"2025-04-02","cited_by_count":321,"area":null},{"id":"2404.09636","title":"All-in-one simulation-based inference","created":"2024-04-15","cited_by_count":74,"area":null},{"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":"2404.04240","title":"Dynamic Conditional Optimal Transport through Simulation-Free Flows","created":"2024-04-05","cited_by_count":25,"area":null},{"id":"2411.17337","title":"sbi reloaded: a toolkit for simulation-based inference workflows","created":"2024-11-26","cited_by_count":23,"area":null},{"id":"2404.07593","title":"Diffusion posterior sampling for simulation-based inference in tall data settings","created":"2024-04-11","cited_by_count":19,"area":null},{"id":"2408.13230","title":"Amortized Bayesian Multilevel Models","created":"2024-08-23","cited_by_count":14,"area":null},{"id":"2502.02463","title":"Distribution Transformers: Fast Approximate Bayesian Inference With On-The-Fly Prior Adaptation","created":"2025-02-04","cited_by_count":13,"area":null},{"id":"2504.17660","title":"Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models","created":"2025-04-24","cited_by_count":13,"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":"2411.02728","title":"Compositional simulation-based inference for time series","created":"2024-11-05","cited_by_count":9,"area":null},{"id":"2503.12315","title":"Simulation-based Bayesian inference under model misspecification","created":"2025-03-16","cited_by_count":9,"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":"2410.19105","title":"Conditional diffusions for amortized neural posterior estimation","created":"2024-10-24","cited_by_count":7,"area":null},{"id":"2409.19435","title":"Simulation-based Inference with the Python Package sbijax","created":"2024-09-28","cited_by_count":6,"area":null},{"id":"2506.06087","title":"Multilevel neural simulation-based inference","created":"2025-06-06","cited_by_count":5,"area":null},{"id":"2512.22999","title":"JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference","created":"2025-12-28","cited_by_count":4,"area":null},{"id":"2602.00797","title":"Zero-Flow Encoders","created":"2026-01-31","cited_by_count":4,"area":null},{"id":"2310.01808","title":"Simulation-based Inference with the Generalized Kullback-Leibler Divergence","created":"2023-10-03","cited_by_count":3,"area":null},{"id":"2311.10671","title":"Fuse It or Lose It: Deep Fusion for Multimodal Simulation-Based Inference","created":"2023-11-17","cited_by_count":3,"area":null},{"id":"2409.04332","title":"Amortized Bayesian Workflow","created":"2024-09-06","cited_by_count":3,"area":null},{"id":"2501.10229","title":"Amortized Bayesian Mixture Models","created":"2025-01-17","cited_by_count":3,"area":null},{"id":"2502.03279","title":"Posterior SBC: Simulation-Based Calibration Checking Conditional on Data","created":"2025-02-05","cited_by_count":3,"area":null},{"id":"2601.22367","title":"Amortized Simulation-Based Inference in Generalized Bayes via Neural Posterior Estimation","created":"2026-01-29","cited_by_count":2,"area":null},{"id":"2306.00602","title":"Approximate Stein Classes for Truncated Density Estimation","created":"2023-06-01","cited_by_count":1,"area":null},{"id":"2404.10436","title":"Tree Bandits for Generative Bayes","created":"2024-04-16","cited_by_count":1,"area":null},{"id":"2501.17044","title":"Synthesizing 3D Abstractions by Inverting Procedural Buildings with Transformers","created":"2025-01-28","cited_by_count":1,"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":"2510.15817","title":"Error analysis of a compositional score-based algorithm for simulation-based inference","created":"2025-10-17","cited_by_count":1,"area":null},{"id":"2605.21253","title":"Theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference","created":"2026-05-20","cited_by_count":1,"area":null},{"id":"2607.21702","title":"An Introduction to Bayesian and Frequentist Simulation-Based Inference with Machine Learning","created":"2026-07-23","cited_by_count":1,"area":null},{"id":"2608.21729","title":"Guidance for Prior Change via Density Ratio Estimation","created":"2026-08-22","cited_by_count":1,"area":null},{"id":"2401.16776","title":"Leveraging Nested MLMC for Sequential Neural Posterior Estimation with Intractable Likelihoods","created":"2024-01-30","cited_by_count":0,"area":null},{"id":"2506.06542","title":"Direct Fisher Score Estimation for Likelihood Maximization","created":"2025-06-06","cited_by_count":0,"area":null},{"id":"2510.04762","title":"Fisher-Bingham-like normalizing flows on the sphere","created":"2025-10-06","cited_by_count":0,"area":null},{"id":"2510.11071","title":"A Black-Box Debiasing Framework for Conditional Sampling","created":"2025-10-13","cited_by_count":0,"area":null},{"id":"2605.26419","title":"Amortized Factor Inference Networks for Posterior Inference","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2606.16923","title":"MA-SBI: Misspecification-Aware Simulation-Based Inference via Side-Channel Guidance","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2609.21762","title":"Neural composite likelihood estimation: simulation based inference for time series","created":"2026-09-18","cited_by_count":0,"area":null}],"next_cursor":null}