Aude Sportisse
3 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
NIPS (2)
ICML (1)
Top co-authors
Keywords
missing datum
(2)
semi-supervised learning
(1)
parameter estimation
(1)
linear regression
(1)
probabilistic principal component analysis
(1)
low-rank model
(1)
data imputation
(1)
linear model
(1)
likelihood ratio test
(1)
missing value
(1)
inverse propensity weighting
(1)
missing not at random
(1)
missing data mechanism
(1)
informative label
(1)
averaged gradient
(1)
label informative
(1)
stochastic gradient descent
(1)
averaging algorithm
(1)
Papers
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism.
ICML 2023
Estimation and Imputation in Probabilistic Principal Component Analysis with Missing Not At Random Data
NIPS 2020
Debiasing Averaged Stochastic Gradient Descent to handle missing values
NIPS 2020