Marine Le Morvan
8 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
neural network
(2)
grouping loss
(2)
missing value imputation
(2)
transformer
(1)
joint learning
(1)
pretraining
(1)
l1 regularization
(1)
distribution shift
(1)
differentiable programming
(1)
excess risk
(1)
expected utility
(1)
probability calibration
(1)
posterior probability
(1)
feature interaction
(1)
generalization bound
(1)
sparse linear model
(1)
high-dimensional data
(1)
relu activation
(1)
tabular data
(1)
row-wise attention
(1)
Papers
Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration
AISTATS 2025
Imputation for prediction: beware of diminishing returns.
ICLR 2025
TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
ICML 2025
Beyond calibration: estimating the grouping loss of modern neural networks
ICLR 2023
What’s a good imputation to predict with missing values?
NeurIPS 2021
Linear predictor on linearly-generated data with missing values: non consistency and solutions
AISTATS 2020
NeuMiss networks: differentiable programming for supervised learning with missing values.
NeurIPS 2020
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models
ICML 2018