Concepedia

Jeremias Knoblauch

JK

Statistics

Publications

6

Citations

218

H-Index

6

Active since

2018

Affiliations

University of Warwick(Current)

The Alan Turing Institute

University College London

Jeremias Knoblauch is an author at University of Warwick specializing in computer science, computing, and mathematics.

Publications per year

2018–2022

6

Publications

6

Generalized Variational Inference: Three arguments for deriving new Posteriors

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas · arXiv (Cornell University) · 2019 · 62 citations · Full text

Natural Sciences, Computer Science, Mathematics +14

Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification

Joel Jaskari, Jaakko Sahlsten, Theodoros Damoulas et al. · IEEE Access · 2022 · 45 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Robust Generalised Bayesian Inference for Intractable Likelihoods

Takuo Matsubara, Jeremias Knoblauch, François‐Xavier Briol et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2022 · 44 citations · Full text

Natural Sciences, Mathematics, Bayesian Data Analysis +15

Optimal Continual Learning has Perfect Memory and is NP-hard

Jeremias Knoblauch, Hisham Husain, Tom Diethe · arXiv (Cornell University) · 2020 · 33 citations · Full text

Computing, Computer Science, Algorithms +12

Generalized Variational Inference.

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas · arXiv (Cornell University) · 2019 · 24 citations · Full text

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