Biography

Aditya is a Research Scientist at Isomorphic Labs. He completed his PhD at ML@CL in 2026, supervised by Neil Lawrence. His work centres on probabilistic modelling for science and statistical machine learning, including probabilistic interpretations of classical dimensionality reduction and modern representation learning methods, with applications to single-cell data, climate science, proteins and bioacoustics.

Publications

Dimensionality Reduction as Probabilistic Inference

Aditya Ravuri, Francisco Vargas, Vidhi Lalchand, Neil D. Lawrence

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