Thomas D. Nielsen
6 papers · 2003–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(21)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
PGM (3)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
bayesian network
(3)
variational inference
(2)
conjugate exponential model
(2)
distributed learning
(1)
distributed computing
(1)
natural gradient
(1)
map inference
(1)
message passing
(1)
structural learning
(1)
simulated annealing
(1)
maximum a posteriori
(1)
prior information
(1)
variational message passing
(1)
domain knowledge
(1)
scalable inference
(1)
data stream
(1)
mixture model
(1)
dna sequence
(1)
scalable optimization
(1)
scalable model
(1)
Papers
Revisiting K-mer Profile for Effective and Scalable Genome Representation Learning
NIPS 2024
A Reparameterization of Mixtures of Truncated Basis Functions and its Applications
PGM 2022
Bayesian Models of Data Streams with Hierarchical Power Priors
ICML 2017
d-VMP: Distributed Variational Message Passing
PGM 2016
Scalable MAP inference in Bayesian networks based on a Map-Reduce approach
PGM 2016
Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains
JMLR 2003