Omer Deniz Akyildiz
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
variational inference
(2)
bayesian inference
(1)
matrix factorization
(1)
particle filtering
(1)
gaussian process
(1)
sequential monte carlo
(1)
gaussian process regression
(1)
robust inference
(1)
bayesian filtering
(1)
changepoint detection
(1)
extended kalman filter
(1)
hidden markov model
(1)
latent variable model
(1)
score function
(1)
state space model
(1)
state-space model
(1)
inverse problem
(1)
physics-informed neural network
(1)
partial differential equation
(1)
control variate
(1)
Papers
Proximal Interacting Particle Langevin Algorithms
UAI 2025
Random Grid Neural Processes for Parametric Partial Differential Equations
ICML 2023
Probabilistic Sequential Matrix Factorization
AISTATS 2021
Generalised Bayesian Filtering via Sequential Monte Carlo
NIPS 2020
VarGrad: A Low-Variance Gradient Estimator for Variational Inference
NIPS 2020