Jinchi Lv
5 papers · 2016–2026 · 2 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
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Optimization & Theory · Machine Learning
(3)
Mathematics & Optimization
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Statistics
(1)
Keywords
high-dimensional statistics
(2)
compressed sensing
(1)
variable selection
(1)
feature selection
(1)
consistency analysis
(1)
hypothesis testing
(1)
eigenvalue decomposition
(1)
sparse signal recovery
(1)
singular value decomposition
(1)
sparse modeling
(1)
sparse matrix
(1)
mean squared error
(1)
generalized linear model
(1)
deep neural network
(1)
ensemble method
(1)
bias-variance tradeoff
(1)
asymptotic theory
(1)
random forest
(1)
oracle rate
(1)
error rate control
(1)
Papers
Exogenous Randomness Empowering Random Forests
JMLR 2026
Nonuniformity of P-values Can Occur Early in Diverging Dimensions
JMLR 2019
Scalable Interpretable Multi-Response Regression via SEED
JMLR 2019
DeepPINK: reproducible feature selection in deep neural networks
NeurIPS 2018
The Constrained Dantzig Selector with Enhanced Consistency
JMLR 2016