Marton Havasi

Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo

Marton Havasi, José Miguel Hernández-Lobato, Juan José Murillo-Fuentes · Cambridge University Engineering Department Publications Database · 2018 · 41 citations · Full text

Computing, Computer Science, Statistical Modeling +16

Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo

Marton Havasi, José Miguel Hernández-Lobato, Juan José Murillo-Fuentes · arXiv (Cornell University) · 2018 · 39 citations · Full text

Computing, Computer Science, Statistical Modeling +16

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning

Zachary Nado, Neil Band, Mark Collier et al. · arXiv (Cornell University) · 2021 · 31 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

Training independent subnetworks for robust prediction

Marton Havasi, Rodolphe Jenatton, Stanislav Fort et al. · arXiv (Cornell University) · 2020 · 30 citations · Full text

Computing, Computer Science, Computer Vision +16

Minimal random code learning: Getting bits back from compressed model parameters

Marton Havasi, Robert Peharz, José Miguel Hernández-Lobato · TU/e Research Portal · 2019 · 21 citations · Full text

Computing, Computer Engineering, Computer Science +17