Marcus Brubaker
5 papers · 2012–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (4) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
AISTATS (2)
AAAI (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
variational inference
(2)
multi-task learning
(1)
temporal modeling
(1)
density estimation
(1)
collaborative filtering
(1)
constrained optimization
(1)
markov chain monte carlo
(1)
manifold sampling
(1)
hamiltonian monte carlo
(1)
amortized inference
(1)
probabilistic model
(1)
entity embedding
(1)
normalizing flow
(1)
temporal knowledge graph
(1)
sequential inference
(1)
triangular flow
(1)
transport map
(1)
deep gaussian process
(1)
knowledge graph completion
(1)
heteroscedastic regression
(1)
Papers
Diachronic Embedding for Temporal Knowledge Graph Completion
AAAI 2020
Tails of Lipschitz Triangular Flows
ICML 2020
Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem
UAI 2019
Sequential Inference for Deep Gaussian Process
AISTATS 2016
A Family of MCMC Methods on Implicitly Defined Manifolds
AISTATS 2012