Juha Harviainen
10 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
UAI (4)
ICML (2)
NIPS (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
randomized approximation
(2)
matrix permanent
(2)
counting problem
(2)
rejection sampling
(2)
marginal probability
(1)
determinantal point process
(1)
vertex cover
(1)
bayesian network
(1)
approximation algorithm
(1)
randomized algorithm
(1)
inference algorithm
(1)
approximation scheme
(1)
probabilistic circuit
(1)
directed acyclic graph
(1)
probabilistic generating circuit
(1)
probabilistic verification
(1)
proof system
(1)
proof verification
(1)
verifiable computation
(1)
polynomial verification
(1)
Papers
Quantum Speedups for Bayesian Network Structure Learning
UAI 2025
On Tractability of Learning Bayesian Networks with Ancestral Constraints
AISTATS 2025
Optimal Decision Tree Pruning Revisited: Algorithms and Complexity
ICML 2025
Faster Perfect Sampling of Bayesian Network Structures
UAI 2024
Estimating the Permanent by Nesting Importance Sampling
ICML 2024
Revisiting Bayesian network learning with small vertex cover
UAI 2023
On inference and learning with probabilistic generating circuits
UAI 2023
A Faster Practical Approximation Scheme for the Permanent
AAAI 2023
Trustworthy Monte Carlo
NIPS 2022
Approximating the Permanent with Deep Rejection Sampling
NIPS 2021