Burak Varici
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Interdisciplinary Bridge ๐ Cross-Pollinator (13) ๐บ๏ธ Taxonomy Completionist (10)
๐
Keyword Champion
(2)
๐ฅ
Unstoppable
(5)
Conferences
AISTATS (2)
JMLR (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
intervention target
(2)
structural equation model
(2)
causal representation learning
(2)
markov equivalence class
(2)
precision matrix
(2)
linear structural equation model
(2)
causal inference
(2)
thompson sampling
(1)
cumulative regret
(1)
probabilistic graphical model
(1)
minimax lower bound
(1)
latent variable
(1)
multimodal datum
(1)
intervention target estimation
(1)
shared subgraph
(1)
score-based method
(1)
causal bandit
(1)
latent causal model
(1)
soft intervention
(1)
latent causal graph
(1)
Papers
Score-based Causal Representation Learning: Linear and General Transformations
JMLR 2025
General Identifiability and Achievability for Causal Representation Learning
AISTATS 2024
Causal Bandits for Linear Structural Equation Models
JMLR 2023
Intervention target estimation in the presence of latent variables
UAI 2022
Scalable Intervention Target Estimation in Linear Models
NIPS 2021
Learning Shared Subgraphs in Ising Model Pairs
AISTATS 2021