Petar Stojanov
8 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (6)
π
Cross-Pollinator
(14)
π
Interdisciplinary Bridge
β
The Questioner
Conferences
NIPS (3)
AISTATS (2)
ICLR (2)
ICML (1)
Top co-authors
Keywords
domain adaptation
(5)
causal inference
(3)
representation learning
(3)
transfer learning
(2)
causal mechanism
(2)
unsupervised learning
(2)
distribution shift
(2)
latent variable model
(2)
graphical model
(1)
domain shift
(1)
invariant representation
(1)
density ratio
(1)
importance reweighting
(1)
low-dimensional representation
(1)
neural network
(1)
partial disentanglement
(1)
invariant component
(1)
multi-source learning
(1)
bayesian inference
(1)
unsupervised domain adaptation
(1)
Papers
Causal Representation Learning from Multimodal Biomedical Observations
ICLR 2025
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
ICLR 2024
Towards Understanding Extrapolation: a Causal Lens
NIPS 2024
Partial disentanglement for domain adaptation
ICML 2022
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn?
NIPS 2021
Domain Adaptation as a Problem of Inference on Graphical Models
NIPS 2020
Data-Driven Approach to Multiple-Source Domain Adaptation
AISTATS 2019
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction
AISTATS 2019