Pedro Domingos
10 papers · 2008–2018 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (10)
🐝
Cross-Pollinator
(14)
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
📈
Trend Setter
💎
Century Club
(10)
🚀
Conference Pioneer
Conferences
NIPS (3)
EMNLP (2)
ICML (2)
ACL (1)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
probabilistic inference
(3)
tractable inference
(3)
probabilistic modeling
(3)
graphical model
(3)
sum-product network
(3)
markov network
(2)
probabilistic model
(2)
exact inference
(1)
gibbs sampling
(1)
discriminative training
(1)
deep architecture
(1)
zero-one loss
(1)
generative model
(1)
junction tree
(1)
probabilistic graphical model
(1)
arithmetic circuit
(1)
exchangeable sequence
(1)
inference mechanism
(1)
theoretical properties
(1)
exchangeable variable model
(1)
Papers
Deep Learning as a Mixed Convex-Combinatorial Optimization Problem
ICLR 2018
The Sum-Product Theorem: A Foundation for Learning Tractable Models
ICML 2016
On Theoretical Properties of Sum-Product Networks
AISTATS 2015
Exchangeable Variable Models
ICML 2014
Discriminative Learning of Sum-Product Networks
NIPS 2012
Approximate Inference by Compilation to Arithmetic Circuits
NIPS 2010
Learning Efficient Markov Networks
NIPS 2010
Unsupervised Ontology Induction from Text
ACL 2010
Unsupervised Semantic Parsing
EMNLP 2009
Joint Unsupervised Coreference Resolution with Markov Logic
EMNLP 2008