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Doubly robust estimation in missing data, causal inference models , author=

2 Pith papers cite this work. Polarity classification is still indexing.

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fields

cs.LG 1 stat.ME 1

years

2026 2

verdicts

UNVERDICTED 2

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Causal Stability Selection

stat.ME · 2026-05-10 · unverdicted · novelty 6.0

Causal stability selection identifies treatment effect modifiers with a non-asymptotic bound on expected false positives by integrating cross-fitted CATE estimation and stability selection.

Optimal Transport for LLM Reward Modeling from Noisy Preference

cs.LG · 2026-05-07 · unverdicted · novelty 6.0

SelectiveRM applies optimal transport with a joint consistency discrepancy and partial mass relaxation to produce reward models that optimize a tighter upper bound on clean risk while autonomously dropping noisy preference samples.

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Showing 2 of 2 citing papers.

  • Causal Stability Selection stat.ME · 2026-05-10 · unverdicted · none · ref 35

    Causal stability selection identifies treatment effect modifiers with a non-asymptotic bound on expected false positives by integrating cross-fitted CATE estimation and stability selection.

  • Optimal Transport for LLM Reward Modeling from Noisy Preference cs.LG · 2026-05-07 · unverdicted · none · ref 123

    SelectiveRM applies optimal transport with a joint consistency discrepancy and partial mass relaxation to produce reward models that optimize a tighter upper bound on clean risk while autonomously dropping noisy preference samples.