conftrace_

prior-data fitted network

7 papers

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Co-occurring keywords

bayesian inference (1907) in-context learning (1405) synthetic datum (765) context optimization (2) posterior predictive distribution (8) surrogate modeling (24) frequentist interpretation (1) fairness objective (5) offline pretraining (2) posterior prediction (3)

Papers

TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data AAAI 2025
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NIPS 2024
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data NIPS 2024
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting NIPS 2023
Statistical Foundations of Prior-Data Fitted Networks ICML 2023
PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks NIPS 2023