Nick Whiteley
6 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
AISTATS (2)
JMLR (1)
Top co-authors
Keywords
graph representation learning
(2)
link prediction
(1)
approximate inference
(1)
manifold learning
(1)
bayesian inference
(1)
hierarchical clustering
(1)
sequential monte carlo
(1)
kernel smoothing
(1)
multinomial approximation
(1)
agglomerative clustering
(1)
spectral embedding
(1)
approximate bayesian computation
(1)
hidden markov model
(1)
state space model
(1)
probabilistic graphical model
(1)
tree structure
(1)
temporal coherence
(1)
factor graph
(1)
intensity function
(1)
node representation
(1)
Papers
Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks
NIPS 2023
Hierarchical clustering with dot products recovers hidden tree structure
NIPS 2023
Implications of sparsity and high triangle density for graph representation learning
AISTATS 2023
Exploiting locality in high-dimensional Factorial hidden Markov models
JMLR 2022
Matrix factorisation and the interpretation of geodesic distance
NIPS 2021
Inference in Stochastic Epidemic Models via Multinomial Approximations
AISTATS 2021