Xiaotong Shen
13 papers · 2007–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (17) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (4)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(17)
🐝
Cross-Pollinator
(4)
🏆
Keyword Champion
(3)
🗃️
Keyword Collector
(66)
💎
Century Club
(13)
Conferences
JMLR (11)
CLEAR (1)
EMNLP (1)
Top co-authors
Keywords
penalized regression
(3)
semi-supervised learning
(2)
support vector machine
(2)
generalized linear model
(2)
large margin
(2)
peeling algorithm
(2)
causal inference
(2)
grouping pursuit
(2)
cluster analysis
(2)
instrumental variable
(2)
statistical inference
(1)
hierarchical classification
(1)
causal discovery
(1)
em algorithm
(1)
variable selection
(1)
clustering analysis
(1)
high-dimensional statistics
(1)
model selection
(1)
graph structure
(1)
text summarization
(1)
Papers
Inference of nonlinear causal effects with application to TWAS with GWAS summary data
CLEAR 2024
Causal Discovery with Generalized Linear Models through Peeling Algorithms
JMLR 2024
Boosting Summarization with Normalizing Flows and Aggressive Training
EMNLP 2023
Inference for a Large Directed Acyclic Graph with Unspecified Interventions
JMLR 2023
A Regularization-Based Adaptive Test for High-Dimensional GLMs
JMLR 2020
Smooth neighborhood recommender systems
JMLR 2019
A New Algorithm and Theory for Penalized Regression-based Clustering
JMLR 2016
Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition
JMLR 2015
Cluster Analysis: Unsupervised Learning via Supervised Learning with a Non-convex Penalty
JMLR 2013
Large Margin Hierarchical Classification with Mutually Exclusive Class Membership
JMLR 2011
On Efficient Large Margin Semisupervised Learning: Method and Theory
JMLR 2009
Penalized Model-Based Clustering with Application to Variable Selection
JMLR 2007
Large Margin Semi-supervised Learning
JMLR 2007