Noah Simon
6 papers · 2016–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Research topics
Keywords
convex optimization
(2)
multi-task learning
(1)
nonparametric regression
(1)
nonparametric estimation
(1)
high-dimensional regression
(1)
conditional dependence
(1)
matrix completion
(1)
nonlinear manifold
(1)
low-rank matrix
(1)
nonparametric inference
(1)
penalized regression
(1)
nuclear norm
(1)
proximal gradient descent
(1)
variable importance
(1)
sparse additive model
(1)
graphical model
(1)
minimax rate
(1)
influence function
(1)
confidence interval
(1)
interpretable model
(1)
Papers
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure
JMLR 2023
Generalized Sparse Additive Models
JMLR 2022
A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning
ICML 2020
Nonparametric variable importance using an augmented neural network with multi-task learning
ICML 2018
Wavelet regression and additive models for irregularly spaced data
NeurIPS 2018
Convex Regression with Interpretable Sharp Partitions
JMLR 2016