Petros Dellaportas
8 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
bayesian inference
(6)
variational inference
(4)
gaussian process
(3)
point process
(2)
markov chain monte carlo
(2)
kernel methods
(2)
kernel approximation
(1)
low-rank approximation
(1)
laplace approximation
(1)
time series
(1)
sequential monte carlo
(1)
gaussian process regression
(1)
stochastic process
(1)
stochastic volatility
(1)
posterior approximation
(1)
state space model
(1)
normalizing flow
(1)
bayesian neural network
(1)
permanental process
(1)
proposal distribution
(1)
Papers
Bayesian online change point detection with Hilbert space approximate Student-t process
ICML 2023
Scalable marked point processes for exchangeable and non-exchangeable event sequences
AISTATS 2023
Sparse Spectral Bayesian Permanental Process with Generalized Kernel
AISTATS 2023
How Good Are Low-Rank Approximations in Gaussian Process Regression?
AAAI 2022
Entropy-based adaptive Hamiltonian Monte Carlo
NeurIPS 2021
Copula-like Variational Inference
NeurIPS 2019
Gradient-based Adaptive Markov Chain Monte Carlo
NeurIPS 2019
Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers
AISTATS 2019