Concepedia

Matthias Bauer

MB

Statistics

Publications

11

Citations

381

H-Index

10

Active since

2016

Affiliations

Max Planck Society(Current)

Max Planck Institute for Intelligent Systems

Ludwig-Maximilians-Universität München

University of Cambridge

Matthias Bauer is an author at Max Planck Society specializing in data science, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningStatistical InferenceStatisticsSupervised LearningMachine VisionRobot Learning

Publications per year

2016–2021

11

Publications

11

Meta-Learning Probabilistic Inference For Prediction

Jonathan Gordon, John Bronskill, Matthias Bauer et al. · arXiv (Cornell University) · 2018 · 72 citations · Full text

Artificial Intelligence, Few-shot Learning, Structured Prediction +21

Understanding Probabilistic Sparse Gaussian Process Approximations

Matthias Bauer, Mark van der Wilk, Carl Edward Rasmussen · arXiv (Cornell University) · 2016 · 65 citations · Full text

Sparse Representation, Engineering, Machine Learning +12

Improving the Peer Assessment Experience on MOOC Platforms

Thomas Staubitz, Dominic Petrick, Matthias Bauer et al. · 2016 · 63 citations

E-learning, Student Assessment, Peer Assessment +15

Discriminative k-shot learning using probabilistic models

Matthias Bauer, Mateo Rojas-Carulla, Jakub Świątkowski et al. · arXiv (Cornell University) · 2017 · 41 citations · Full text

Few-shot Learning, Image Classification, Machine Vision +15

Ecological feedback in quorum-sensing microbial populations can induce heterogeneous production of autoinducers

Matthias Bauer, Johannes Knebel, Matthias Lechner et al. · eLife · 2017 · 37 citations · Full text

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