Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization Haitz Sáez de Ocáriz Borde Oxford Robotics Institute University of Oxford Álvaro Arroyo

Neural Information Processing Systems 

Recent research indicates that the performance of machine learning models can be improved by aligning the geometry of the latent space with the underlying data structure.