Anthony Tompkins
6 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(17)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic
(3)
Mathematics & Optimization
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Robotics
(1)
Application Areas
(1)
Capabilities
(1)
Core AI
(1)
Domain-Specific
(1)
Optimization
(1)
Keywords
kernel methods
(2)
occupancy mapping
(2)
gaussian process
(2)
kernel learning
(2)
bayesian framework
(1)
stochastic variational inference
(1)
satisfiability problem
(1)
benchmark dataset
(1)
fourier series
(1)
random fourier feature
(1)
quantile function
(1)
shift-invariant kernel
(1)
feature transfer
(1)
bochner theorem
(1)
periodic kernel
(1)
fourier series feature
(1)
regression problem
(1)
unstructured environment
(1)
input warping
(1)
graph neural network
(1)
Papers
Structure based SAT dataset for analysing GNN generalisation
AISTATS 2025
Online Domain Adaptation for Occupancy Mapping
RSS 2020
Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning
NeurIPS 2020
Black Box Quantiles for Kernel Learning
AISTATS 2019
Periodic Kernel Approximation by Index Set Fourier Series Features
UAI 2019
Automorphing Kernels for Nonstationarity in Mapping Unstructured Environments
CoRL 2018