Guy Broeck
6 papers · 2011–2020 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(9)
🐝
Cross-Pollinator
(15)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
🌱
Topic Pioneer
📈
Trend Setter
Conferences
ICML (2)
UAI (2)
NIPS (1)
PGM (1)
Top co-authors
Research topics
Keywords
probabilistic inference
(3)
probabilistic circuit
(2)
ensemble learning
(1)
structured prediction
(1)
density estimation
(1)
probabilistic logic
(1)
knowledge representation
(1)
deep learning
(1)
exact inference
(1)
probabilistic programming
(1)
tractable inference
(1)
lifted inference
(1)
first-order logic
(1)
lifted probabilistic inference
(1)
knowledge compilation
(1)
first-order reasoning
(1)
determinantal point process
(1)
model compilation
(1)
knowledge graph
(1)
probabilistic model
(1)
Papers
Strudel: Learning Structured-Decomposable Probabilistic Circuits
PGM 2020
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes
UAI 2020
Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings
UAI 2020
Sound Abstraction and Decomposition of Probabilistic Programs
ICML 2018
A Semantic Loss Function for Deep Learning with Symbolic Knowledge
ICML 2018
On the Completeness of First-Order Knowledge Compilation for Lifted Probabilistic Inference
NIPS 2011