Lars Van Der Laan
PulseAugur coverage of Lars Van Der Laan — every cluster mentioning Lars Van Der Laan across labs, papers, and developer communities, ranked by signal.
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New semiparametric DRL method enhances long-term causal inference
Researchers have developed a new semiparametric double reinforcement learning (DRL) method designed to improve efficiency and stability in long-term causal inference from randomized experiments. This approach addresses …
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New calibrated DML method enhances statistical inference for treatment effects
Researchers have developed a new method called calibrated debiased machine learning (DML) to improve the accuracy of doubly robust estimators. These estimators are commonly used for analyzing treatment effects and regre…
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New FQE and FQI methods bypass Bellman completeness for stability
Researchers have developed new methods for Fitted Q-Evaluation (FQE) and soft Fitted Q-Iteration (soft FQI) that do not require Bellman completeness, a condition often unmet with function approximation. The proposed tec…