John Quackenbush
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
AAAI (2)
NIPS (2)
Top co-authors
Keywords
gene regulatory network
(2)
network architecture
(1)
graph matching
(1)
model interpretability
(1)
structural learning
(1)
network inference
(1)
stochastic process
(1)
likelihood maximization
(1)
maximum likelihood estimation
(1)
domain knowledge
(1)
influence maximization
(1)
spectral algorithm
(1)
message passing algorithm
(1)
continuous-time markov chain
(1)
independent cascade model
(1)
bipartite network
(1)
network propagation
(1)
epidemic spreading
(1)
cross-sectional datum
(1)
neural network pruning
(1)
Papers
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
NIPS 2024
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification
NIPS 2021
Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently
AAAI 2021
Gene Regulatory Network Inference as Relaxed Graph Matching
AAAI 2021