Burak Varıcı
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Machine Learning
(3)
Knowledge & Reasoning
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Reasoning
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
causal inference
(3)
causal representation learning
(2)
causal discovery
(1)
self-supervised learning
(1)
sample complexity
(1)
causal structure
(1)
linear transformation
(1)
conditional distribution
(1)
graphical model
(1)
mixture model
(1)
latent variable
(1)
interventional causal
(1)
graph recovery
(1)
directed acyclic graph
(1)
causal graph
(1)
joint distribution
(1)
path consistency
(1)
interventional causal discovery
(1)
context variable
(1)
interventional learning
(1)
Papers
Contextures: Representations from Contexts
ICML 2025
On the Consistent Recovery of Joint Distributions from Conditionals
AISTATS 2025
Interventional Causal Discovery in a Mixture of DAGs
NeurIPS 2024
Linear Causal Representation Learning from Unknown Multi-node Interventions
NeurIPS 2024
Sample Complexity of Interventional Causal Representation Learning
NeurIPS 2024