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Articles by
David Janz
Ensemble sampling for linear bandits: small ensembles suffice
15 January 2025 by
David Janz
and
others
Machine Learning
Stochastic Gradient Descent for Gaussian Processes Done Right
28 April 2024 by
Jihao Andreas Lin
and
others
at
University of Cambridge
Machine Learning
Exploration via linearly perturbed loss minimisation
6 March 2024 by
David Janz
and
others
at
University of Alberta
Machine Learning
Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent
16 January 2024 by
Jihao Andreas Lin
and
others
Machine Learning
Sampling-based inference for large linear models, with application to linearised Laplace
3 March 2023 by
Javier Antorán
and
others
Machine Learning
,
Artificial Intelligence
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
8 December 2022 by
Javier Antorán
and
others
Machine Learning
,
Artificial Intelligence
Multi-omics analysis of xylem sap uncovers dynamic modulation of poplar defenses by ammonium and nitrate
10 May 2022 by
K. Kasper
and
others
Plant Biology
Transcriptional Landscape of Ectomycorrhizal Fungi and Their Host Provide Insight into N Uptake from Forest Soil
4 January 2022 by
C. A. Rivera Perez
and
others
Microbiology
Impact of nitrogen and phosphorus addition on resident soil and root mycobiomes in beech forests
15 September 2021 by
S. Clausing
and
others
Ecology
Ectomycorrhizal fungi induce systemic resistance against insects on a non-mycorrhizal plant in a CERK1-dependent manner
30 May 2020 by
K. Vishwanathan
and
others
Plant Biology
Bandit optimisation of functions in the Matérn kernel RKHS
2 March 2020 by
David Janz
and
others
Machine Learning
Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
29 November 2018 by
David Janz
and
others
Machine Learning
Learning to Drive in a Day
11 September 2018 by
Alex Kendall
and
others
Machine Learning
,
Artificial Intelligence
Learning a Generative Model for Validity in Complex Discrete Structures
11 April 2018 by
David Janz
and
others
Machine Learning
Actively Learning what makes a Discrete Sequence Valid
15 August 2017 by
David Janz
and
others
at
University of Cambridge
Machine Learning
Probabilistic structure discovery in time series data
21 November 2016 by
David Janz
and
others
Machine Learning