Sinong Geng
7 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7)
π
Cross-Pollinator
(12)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
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Conference Pioneer
Conferences
ICML (3)
UAI (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
graphical model
(3)
l1 regularization
(2)
inverse reinforcement learning
(2)
ising model
(1)
maximum likelihood estimation
(1)
precision matrix estimation
(1)
state aggregation
(1)
poisson model
(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)
brain imaging datum
(1)
nonparametric estimator
(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
Partially Linear Additive Gaussian Graphical Models
ICML 2019
Joint Nonparametric Precision Matrix Estimation with Confounding
UAI 2019
Temporal Poisson Square Root Graphical Models
ICML 2018
A Screening Rule for l1-Regularized Ising Model Estimation
NIPS 2017