6 citations · 16 across the 33 of their papers we have counts for
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cs.LG2026
Capability-Gated Planning: Cost-to-Goal Discovery and the Limits of Myopic Experiment Selection
Ahmed Hassoon, Mark Dredze
Systems that automate scientific discovery must repeatedly decide which experiment to run, which hypothesis to test, which tool to build, and when to stop. Many systems make these…
cs.LG2021★ 1 cited
Faithful and Plausible Explanations of Medical Code Predictions
Zach Wood-Doughty, Isabel Cachola, Mark Dredze
Machine learning models that offer excellent predictive performance often lack the interpretability necessary to support integrated human machine decision-making. In clinical medic…