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Jaivardhan Kapoor

@jkapoor.bsky.social

PhD student @ Uni Tübingen/MPI-IS, Germany. I work on diffusion models for clinical data.

Jaivardhan Kapoor @jkapoor.bsky.social · 11/12/2024

Latent Diffusion for Neural Spiking Data -- a flexible generative model for realistic neural recordings co-led with @auschulz.bsky.social This was a very fun and intense project, and my first (and hopefully not the last) foray into #neuro! Check out our poster at NeurIPS Poster session 1, Wed!

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Reposted by Jaivardhan Kapoor

sbi - Simulation-based inference @sbi-devs.bsky.social · 27/11/2024

The sbi package is growing into a community project 🌍 To reflect this and the many algorithms, neural nets, and diagnostics that have been added since its initial release, we have written a new software paper 📝 Check it out, and reach out if you want to get involved: arxiv.org/abs/2411.17337

arxiv.org

sbi reloaded: a toolkit for simulation-based inference workflows

Scientists and engineers use simulators to model empirically observed phenomena. However, tuning the parameters of a simulator to ensure its outputs match observed data presents a significant challeng...

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