Christian R. Shelton
5 papers · 2006–2024 · 3 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
Jump to papers ↓+5 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(6)
π
Keyword Champion
π
Trend Setter
π
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Analysis
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Learning Types
(1)
Optimization
(1)
Probability
(1)
Keywords
bayesian inference
(2)
continuous-time bayesian network
(2)
particle filtering
(1)
structure learning
(1)
probabilistic inference
(1)
object detection
(1)
sequential decision making
(1)
posterior sampling
(1)
time series
(1)
importance sampling
(1)
cascade classifier
(1)
early exit
(1)
point process
(1)
sequential decision
(1)
parameter learning
(1)
early stopping
(1)
boosting algorithm
(1)
cox process
(1)
hawkes process
(1)
missing at random
(1)
Papers
Virtual-Event-Based Posterior Sampling and Inference for Neyman-Scott Processes
JMLR 2024
Modeling "Presentness" of Electronic Health Record Data to Improve Patient State Estimation
MLHC 2018
Continuous Time Bayesian Network Reasoning and Learning Engine
JMLR 2010
Importance Sampling for Continuous Time Bayesian Networks
JMLR 2010
Chained Boosting
NeurIPS 2006