Noah Simon
6 papers · 2016–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Academic Marathon
(7)
π
Cross-Pollinator
(13)
π
Trend Setter
Conferences
JMLR (3)
ICML (2)
NIPS (1)
Top co-authors
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)
low rank matrix
(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)
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
Wavelet regression and additive models for irregularly spaced data
NIPS 2018
Nonparametric variable importance using an augmented neural network with multi-task learning
ICML 2018
Convex Regression with Interpretable Sharp Partitions
JMLR 2016