Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization.
Haitz Sáez de Ocáriz BordeAlvaro ArroyoIsmael MoralesIngmar PosnerXiaowen DongPublished in: NeurIPS (2023)
Keyphrases
- hausdorff distance
- bayesian networks
- search space
- neural network
- optimization algorithm
- bayesian inference
- search algorithm
- global optimization
- network architecture
- optimization problems
- global search
- geometric structure
- latent variables
- probability distribution
- statistical inference
- bayesian model
- product information
- efficient optimization
- belief networks
- matching algorithm
- geodesic distance
- graphical models
- stochastic gradient
- product search