Yaroslav Kivva
6 papers · 2022–2025 · 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal effect
(3)
latent confounder
(3)
identifiability
(1)
latent variable
(1)
higher-order cumulant
(1)
causal graph
(1)
heterogeneous environment
(1)
proxy variable
(1)
linear non-gaussian acyclic model
(1)
causal identifiability
(1)
conditional causal effect
(1)
higher-order moment
(1)
cross moment
(1)
linear structural causal model
(1)
general identifiability
(1)
positivity assumption
(1)
moment-based estimation
(1)
identifiable
(1)
graphical characterization
(1)
lingam
(1)
Papers
Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments
UAI 2025
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants
ICML 2025
Causal Effect Identification in LiNGAM Models with Latent Confounders
ICML 2024
A Cross-Moment Approach for Causal Effect Estimation
NeurIPS 2023
On Identifiability of Conditional Causal Effects
UAI 2023
Revisiting the general identifiability problem
UAI 2022