Sinong Geng
7 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Mathematics & Optimization
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Core AI
(2)
Mathematics
(2)
Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
graphical model
(3)
inverse reinforcement learning
(2)
l1 regularization
(2)
sparse estimation
(1)
ising model
(1)
maximum likelihood estimation
(1)
precision matrix estimation
(1)
state aggregation
(1)
poisson model
(1)
bellman operator
(1)
clustering algorithm
(1)
poisson distribution
(1)
gaussian graphical model
(1)
electronic health record
(1)
reward estimation
(1)
screening rule
(1)
adverse drug reaction
(1)
deep energy-based model
(1)
anchor action
(1)
sequential estimation
(1)
Papers
Improving Offline RL by Blending Heuristics
ICLR 2024
A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models
UAI 2023
Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions
ICML 2020
Joint Nonparametric Precision Matrix Estimation with Confounding
UAI 2019
Partially Linear Additive Gaussian Graphical Models
ICML 2019
Temporal Poisson Square Root Graphical Models
ICML 2018
A Screening Rule for l1-Regularized Ising Model Estimation
NeurIPS 2017