Robert Peharz
22 papers
· 2013–2025
· 9 conferences
· across top CS/AI conferences
Achievements
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Conference Polyglot
(9)
π£
Hot Topic Early Bird
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Cross-Pollinator
(12)
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Keyword Pioneer
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Interdisciplinary Bridge
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Academic Marathon
(12)
πΊοΈ
Taxonomy Completionist
(13)
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Triple Crown
π§¬
Topic Evolution
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Grand Slam
ποΈ
Keyword Collector
(77)
β‘
Prolific Year
(6)
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Conference Pioneer
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Century Club
(22)
Conferences
AISTATS (5)
ICML (5)
NIPS (4)
AAAI (2)
PGM (2)
ICLR (1)
INTERSPEECH (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
sum-product network
(7)
probabilistic circuit
(5)
bayesian inference
(5)
generative model
(5)
graphical model
(4)
probabilistic modeling
(3)
density estimation
(3)
variational autoencoder
(3)
tractable inference
(3)
anomaly detection
(2)
variational inference
(2)
structure learning
(2)
random forest
(2)
probabilistic graphical model
(2)
gaussian process
(2)
bayesian network
(2)
support vector machine
(2)
network pruning
(1)
uncertainty quantification
(1)
causal discovery
(1)
Papers
Probabilistic Integral Circuits
AISTATS 2024
Bayesian Structure Scores for Probabilistic Circuits
AISTATS 2023
Active Bayesian Causal Inference
NIPS 2022
Sum-Product Network Decompilation
PGM 2020
Joints in Random Forests
NIPS 2020
Deep Structured Mixtures of Gaussian Processes
AISTATS 2020
Automatic Bayesian Density Analysis
AAAI 2019
On Theoretical Properties of Sum-Product Networks
AISTATS 2015