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Found 3 papers, 1 papers with code
Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach
Invariant representation learning (IRL) encourages the prediction from invariant causal features to labels de-confounded from the environments, advancing the technical roadmap of out-of-distribution (OOD) generalization.
An Investigation of Darwiche and Pearl's Postulates for Iterated Belief Update
Firstly, we present a modification of the original KM postulates based on belief states.
Reweighted Price Relative Tracking System for Automatic Portfolio Optimization
In the portfolio optimizing stage, a novel tracking system with a generalized increasing factor is proposed to maximize the future wealth of next period.
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