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NeurIPS 2026ETH ZurichETHZ - ETH ZurichInstitute of Science and TechnolHelmholtz AIETHZGenomics & single-cell

Forecasting Microbial Dynamics: Evaluation Protocol and Prior-Spectrum Benchmark

Fedor Sergeev, Anna Győrffy-Kerekes, Tristan Gollmart, Vincent Fortuin and 2 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026LMU MunichImperial College LondonHelmholtz AIXymeniversity of Technology NuremberBayesian & probabilistic methods

Amortized Structured Stochastic Variational Inference for Gaussian Process Latent Variable Models

Amortized structured stochastic variational inference couples GP inducing points with latent variables in GPLVMs, improving manifold reconstruction and uncertainty estimation.

Maksym Tretiakov, Sarah Filippi, Vincent Fortuin, Ruth Misener and 2 more

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 3 of 20 reviewers recommend it
lenient 1/5
medium 1/10
strict 1/5