Christian R. Shelton
5 papers · 2006–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (18) 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(18)
🌟
Keyword Trendsetter Combo
(4)
🏆
Keyword Champion
📈
Trend Setter
🚀
Conference Pioneer
Conferences
JMLR (3)
MLHC (1)
NIPS (1)
Top co-authors
Keywords
continuous time bayesian network
(2)
bayesian inference
(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
NIPS 2006