Topi Talvitie
7 papers · 2017–2020 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π
Trend Setter
π
Conference Pioneer
Conferences
AAAI (2)
IJCAI (2)
PGM (2)
UAI (1)
Top co-authors
Research topics
Keywords
directed acyclic graph
(3)
markov chain monte carlo
(2)
partial order
(2)
linear extension
(2)
graphical model
(2)
causal effect
(2)
graph sampling
(2)
posterior distribution
(1)
global optimization
(1)
bayesian linear regression
(1)
markov chain
(1)
linear regression
(1)
approximate counting
(1)
exact algorithm
(1)
mixing time
(1)
bayesian network
(1)
decision tree
(1)
conditional independence test
(1)
local structure
(1)
markov equivalence
(1)
Papers
A Bayesian Approach for Estimating Causal Effects from Observational Data
AAAI 2020
Learning Bayesian Networks with Cops and Robbers
PGM 2020
Exact Sampling of Directed Acyclic Graphs from Modular Distributions
UAI 2019
Counting and Sampling Markov Equivalent Directed Acyclic Graphs
AAAI 2019
A Scalable Scheme for Counting Linear Extensions
IJCAI 2018
Finding Optimal Bayesian Networks with Local Structure
PGM 2018
The Mixing of Markov Chains on Linear Extensions in Practice
IJCAI 2017