58 citations · 95 across the 8 of their papers we have counts for
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q-bio.NC2025
Meta-learning three-factor plasticity rules for structured credit assignment with sparse feedback
Dimitra Maoutsa
Biological neural networks learn complex behaviors from sparse, delayed feedback using local synaptic plasticity, yet the mechanisms enabling structured credit assignment remain el…
math.DS2025
From geometry to dynamics: Learning overdamped Langevin dynamics from sparse observations with geometric constraints
Dimitra Maoutsa
How can we learn the laws underlying the dynamics of stochastic systems when their trajectories are sampled sparsely in time? Existing methods either require temporally resolved hi…