Quentin Klopfenstein
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(11)
π₯
Mega-Team
(21)
Conferences
JMLR (2)
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
coordinate descent
(2)
implicit differentiation
(2)
convex optimization
(2)
sparse regression
(2)
proximal gradient descent
(2)
hyperparameter optimization
(2)
generalized linear model
(2)
proximal gradient
(1)
bilevel optimization
(1)
sparse model
(1)
high-dimensional datum
(1)
non-smooth optimization
(1)
sorted l-one penalized estimation
(1)
anderson acceleration
(1)
collaborative framework
(1)
optimization benchmark
(1)
reproducible research
(1)
resnet training
(1)
logistic regression
(1)
feature selection
(1)
Papers
skglm: Improving scikit-learn for Regularized Generalized Linear Models
JMLR 2025
Coordinate Descent for SLOPE
AISTATS 2023
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
NIPS 2022
Beyond L1: Faster and Better Sparse Models with skglm
NIPS 2022
Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning
JMLR 2022
Implicit differentiation of Lasso-type models for hyperparameter optimization
ICML 2020