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2026 1

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Estimation--Prediction Tradeoff in Causal Probabilistic Temporal Graphs

cs.LG · 2026-06-26 · unverdicted · novelty 6.0

Characterizes an estimation-prediction tradeoff in binary logistic models for causal probabilistic temporal graphs and proposes a framework to jointly evaluate temporal link prediction with causal parameter recovery via Cramér-Rao bounds.

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  • Estimation--Prediction Tradeoff in Causal Probabilistic Temporal Graphs cs.LG · 2026-06-26 · unverdicted · none · ref 6

    Characterizes an estimation-prediction tradeoff in binary logistic models for causal probabilistic temporal graphs and proposes a framework to jointly evaluate temporal link prediction with causal parameter recovery via Cramér-Rao bounds.