Rajen D. Shah
4 papers · 2016–2022 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
high-dimensional regression
(2)
variable selection
(1)
logistic regression
(1)
sparse learning
(1)
structure learning
(1)
graph theory
(1)
causal discovery
(1)
dimension reduction
(1)
kernel regression
(1)
linear regression
(1)
minwise hashing
(1)
feature interaction
(1)
graphical model
(1)
randomized algorithm
(1)
directed acyclic graph
(1)
genome-wide association study
(1)
interaction modeling
(1)
sparse data
(1)
backtracking algorithm
(1)
closest pair problem
(1)
Papers
Structure Learning for Directed Trees
JMLR 2022
On b-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data
JMLR 2018
The xyz algorithm for fast interaction search in high-dimensional data
JMLR 2018
Modelling Interactions in High-dimensional Data with Backtracking
JMLR 2016