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Home/Authors/Nicolas Huynh

Nicolas Huynh

1 indexed paper

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Publications per year

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26

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ML×1AI×1Stats ML×1

Frequent co-authors

Mihaela van der Schaar1×

Research Timeline

2026
Active Timepoint Selection for Learning Measure-Valued Trajectories

The paper proposes a novel active learning framework using Linearized Optimal Transport to strategically select measurement timepoints, thereby minimizing uncertainty when inferring continuous probability paths from sparse, high-dimensional biological data.

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Papers

cs.LGcs.AIstat.MLRecentMay 28, 2026

Active Timepoint Selection for Learning Measure-Valued Trajectories

Nicolas Huynh, Mihaela van der Schaar

The paper proposes a novel active learning framework using Linearized Optimal Transport to strategically select measurement timepoints, thereby minimizing uncertainty when inferring continuous probabi…

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