2 papers
cs.LG2026
Conditional Flow Matching for Single-Neuron Electrophysiology: Capturing Multimodal Responses Across Stimuli
Cameron Schofield, Luca Ghafourpour, Philip H. Wong +2
Neurons of the brain exhibit a rich repertoire of electrophysiology dynamics with the same repeated stimulus eliciting very different voltage responses from the same cell. One comm…
cs.LG2026
Variational inference via radial transport
Luca Ghafourpour, Sinho Chewi, Alessio Figalli +1
In variational inference (VI), the practitioner approximates a high-dimensional distribution with a simple surrogate one, often a (product) Gaussian distribution. However, in m…