Yan Shuo Tan
4 papers · 2018–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Academic Marathon ยท Sprint
๐
Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(11)
Venues
Research topics
Keywords
decision tree
(2)
stochastic gradient descent
(1)
online learning
(1)
non-convex optimization
(1)
principal component analysis
(1)
subspace learning
(1)
ridge regression
(1)
sample complexity
(1)
sparse regression
(1)
phase retrieval
(1)
generalization bound
(1)
spectral algorithm
(1)
additive model
(1)
minimax rate
(1)
generalization lower bound
(1)
rate-distortion theory
(1)
random forest
(1)
shap value
(1)
spectral initialization
(1)
randomized kaczmarz algorithm
(1)
Papers
Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-smooth, Non-convex Phase Retrieval
JMLR 2023
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds
AISTATS 2022
Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models.
ICML 2022
Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods
COLT 2018