Articles by Aditya Ravuri | Synthical

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8

Towards One Model for Classical Dimensionality Reduction: A Probabilistic Perspective on UMAP and t-SNE

6 March 2025 by Aditya Ravuri and Neil Lawrence at

University of Cambridge

Machine Learning, Artificial Intelligence

Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models

11 February 2025 by Konstantin Donhauser and others

Machine Learning, Artificial Intelligence

The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs

10 July 2024 by Peter Mostowsky and others

Machine Learning, Computation

On Feature Learning for Titi Monkey Activity Detection

1 July 2024 by Aditya Ravuri and others

Sound, Audio and Speech Processing

Scalable Amortized GPLVMs for Single Cell Transcriptomics Data

6 May 2024 by Sarah Zhao and others

Machine Learning, Genomics

Uncertainty as a Predictor: Leveraging Self-Supervised Learning for Zero-Shot MOS Prediction

25 December 2023 by Aditya Ravuri and others

Sound, Audio and Speech Processing

Dimensionality Reduction as Probabilistic Inference

24 May 2023 by Aditya Ravuri and others

Machine Learning

GAUCHE: A Library for Gaussian Processes in Chemistry

21 February 2023 by Ryan-Rhys Griffiths and others

Chemical Physics, Materials Science

Modelling Technical and Biological Effects in scRNA-seq data with Scalable GPLVMs

6 November 2022 by Vidhi Lalchand and others

Machine Learning, Genomics

Ice Core Dating using Probabilistic Programming

29 October 2022 by Aditya Ravuri and others

Machine Learning

Generalised Gaussian Process Latent Variable Models (GPLVM) with Stochastic Variational Inference

9 April 2022 by Vidhi Lalchand and others

Machine Learning, Methodology

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Machine Learning Genomics Applications Artificial Intelligence Sound Audio and Speech Processing Chemical Physics Materials Science Methodology