Artem Artemev
6 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
AISTATS (2)
NIPS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
gaussian process
(4)
sparse approximation
(3)
inducing point
(2)
variational inference
(2)
conjugate gradient
(1)
bayesian optimization
(1)
thompson sampling
(1)
regret bound
(1)
state-space model
(1)
memory efficiency
(1)
numerical stability
(1)
bayesian deep learning
(1)
convolutional kernel
(1)
compiler optimization
(1)
sparse gaussian process
(1)
cover tree
(1)
memory efficient
(1)
data flow analysis
(1)
log marginal likelihood
(1)
sparse variational
(1)
Papers
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
JMLR 2024
Memory safe computations with XLA compiler
NIPS 2022
Scalable Thompson Sampling using Sparse Gaussian Process Models
NIPS 2021
Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients
ICML 2021
Bayesian Image Classification with Deep Convolutional Gaussian Processes
AISTATS 2020
Doubly Sparse Variational Gaussian Processes
AISTATS 2020