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← Authors

Spencer Smith

3 papers · 2020–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Yiyi Yu (3) Stephen Keeley (2) Jonathan W Pillow (1) William Yang Wang (1) Antonis Antoniades (1) David Zoltowski (1) Jonathan Pillow (1) Joe S Canzano (1) Mikio Aoi (1)

Keywords

latent variable model (2) variational inference (2) gaussian process factor analysis (1) neural population activity (1) non-conjugate model (1) polynomial approximation (1) spike count datum (1) gaussian process factor model (1) factor analysis (1) signal noise separation (1) gaussian process (1)

Papers

Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data ICLR 2024 Identifying signal and noise structure in neural population activity with Gaussian process factor models NIPS 2020 Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations ICML 2020