GAUCHE: a library for Gaussian processes in chemistry RR Griffiths, L Klarner, H Moss, A Ravuri, S Truong, Y Du, S Stanton, ... Advances in Neural Information Processing Systems 36, 2024 | 35* | 2024 |
Generalised GPLVM with stochastic variational inference V Lalchand, A Ravuri, ND Lawrence International Conference on Artificial Intelligence and Statistics, 7841-7864, 2022 | 26* | 2022 |
Modelling technical and biological effects in scRNA-seq data with scalable GPLVMs V Lalchand, A Ravuri, E Dann, N Kumasaka, D Sumanaweera, ... arXiv preprint arXiv:2209.06716, 2022 | 9 | 2022 |
Uncertainty as a predictor: Leveraging self-supervised learning for zero-shot mos prediction A Ravuri, E Cooper, J Yamagishi arXiv preprint arXiv:2312.15616, 2023 | 2 | 2023 |
Predicting ruthenium catalysed hydrogenation of esters using machine learning C Mishra, N von Wolff, A Tripathi, CN Brodie, ND Lawrence, A Ravuri, ... Digital Discovery 2 (3), 819-827, 2023 | 2 | 2023 |
Dimensionality Reduction as Probabilistic Inference A Ravuri, F Vargas, V Lalchand, ND Lawrence arXiv preprint arXiv:2304.07658, 2023 | 1 | 2023 |
Independent Mechanism Analysis in GPLVMs P Reizinger, HB Li, A Ravuri, F Huszár, ND Lawrence Fifth Symposium on Advances in Approximate Bayesian Inference, 2023 | 1 | 2023 |
The GeometricKernels Package: Heat and Mat\'ern Kernels for Geometric Learning on Manifolds, Meshes, and Graphs P Mostowsky, V Dutordoir, I Azangulov, N Jaquier, MJ Hutchinson, ... arXiv preprint arXiv:2407.08086, 2024 | | 2024 |
On Feature Learning for Titi Monkey Activity Detection A Ravuri, J Muir, ND Lawrence arXiv preprint arXiv:2407.01452, 2024 | | 2024 |
Towards One Model for Classical Dimensionality Reduction: A Probabilistic Perspective on UMAP and t-SNE A Ravuri, ND Lawrence arXiv preprint arXiv:2405.17412, 2024 | | 2024 |
Scalable Amortized GPLVMs for Single Cell Transcriptomics Data S Zhao, A Ravuri, V Lalchand, ND Lawrence arXiv preprint arXiv:2405.03879, 2024 | | 2024 |
Ice Core Dating using Probabilistic Programming A Ravuri, TR Andersson, I Kazlauskaite, W Tebbutt, RE Turner, ... arXiv preprint arXiv:2210.16568, 2022 | | 2022 |
A Unifying Probabilistic Perspective on Graph Latent Variable Models A Ravuri, ND Lawrence https://openreview.net/pdf?id=BfM3Eu8icl5, 2022 | | 2022 |