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misspecification

2 papers

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information-theoretically (1) cavity distribution (1) robust (1) approximation factor (1) error amplification (1) next-token prediction (1) uncertainty quantification (1) robustness (1) variational inference (1) federated learning (1)

Papers

Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification (extended abstract) COLT 2025 Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework ICML 2025