Ralf Herbrich | DeepAI

DeepAI

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Featured Co-authors

Philipp Hennig
82 publications
Yuyang Wang
55 publications
Thore Graepel
46 publications
Tim Januschowski
26 publications
Jan Gasthaus
20 publications
Roland Vollgraf
15 publications
Richard Kurle
6 publications
David Stern
1 publication
Rajeev Rastogi
1 publication

research

∙ 09/15/2022

On the detrimental effect of invariances in the likelihood for variational inference

Variational Bayesian posterior inference often requires simplifying appr...

8 Richard Kurle, et al. ∙

research

∙ 09/28/2021

A PAC-Bayesian Analysis of Distance-Based Classifiers: Why Nearest-Neighbour works!

Abstract We present PAC-Bayesian bounds for the generalisation error of ...

0 Thore Graepel, et al. ∙

research

∙ 06/09/2020

CRISP: A Probabilistic Model for Individual-Level COVID-19 Infection Risk Estimation Based on Contact Data

We present CRISP (COVID-19 Risk Score Prediction), a probabilistic graph...

0 Ralf Herbrich, et al. ∙

research

∙ 10/21/2011

Kernel Topic Models

Latent Dirichlet Allocation models discrete data as a mixture of discret...

0 Philipp Hennig, et al. ∙