Ieva Kazlauskaite
6 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (15)
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Hot Topic Early Bird
Conferences
AISTATS (3)
ICML (2)
UAI (1)
Top co-authors
Keywords
gaussian process
(5)
variational inference
(2)
latent variable model
(2)
bayesian inference
(1)
uncertainty quantification
(1)
posterior distribution
(1)
temporal alignment
(1)
bayesian optimization
(1)
latent variable
(1)
inverse problem
(1)
time series alignment
(1)
physics-informed neural network
(1)
partial differential equation
(1)
surrogate model
(1)
stochastic differential equation
(1)
deep gaussian process
(1)
objective function
(1)
monotonic function
(1)
mean-field assumption
(1)
function composition
(1)
Papers
Random Grid Neural Processes for Parametric Partial Differential Equations
ICML 2023
Aligned Multi-Task Gaussian Process
AISTATS 2022
Monotonic Gaussian Process Flows
AISTATS 2020
Modulating Surrogates for Bayesian Optimization
ICML 2020
Compositional uncertainty in deep Gaussian processes
UAI 2020
Gaussian Process Latent Variable Alignment Learning
AISTATS 2019