[BALD] Bayesian Active Learning

Causality/paper 2025. 12. 21. 14:25

왜 acquisition function 으로 Mutual Information을 썼을까? 왜 MI가 maximize되는 value를 찾을까?

이해가 안되었는데,

이건 Bayesian Active Learning by Disagreement (BALD) framework에 따른 것이다. BALD 설명을 듣고서야 이해했다!!

완전 감사감사!! ♡

설명 시원시원하게 너무 잘하신다!! ㅎㅎ

[Stochastic BALD] Stochastic Batch Acquisition:A Simple Baseline for Deep Active Learning (0)	2025.12.22
[BatchBALD] Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning (0)	2025.12.21
[CBED] Interventions, Where and How? Experimental Design for Causal Models at Scale (0)	2025.12.21
Causal normalizing flows (0)	2025.12.18
[iSCAN] Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models (0)	2025.12.16

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