Urmi Ninad
8 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
Conferences
AAAI (2)
CLEAR (2)
NIPS (2)
UAI (2)
Top co-authors
Keywords
causal discovery
(5)
causal graph
(3)
structural causal model
(2)
conditional independence
(2)
non-parametric method
(2)
partial correlation
(1)
graphical model
(1)
latent variable
(1)
conditional independence test
(1)
causal representation learning
(1)
nonparametric method
(1)
statistical test
(1)
causal direction
(1)
random vector
(1)
effect size
(1)
spatial distribution
(1)
conditional independence testing
(1)
latent confounding
(1)
regime detection
(1)
context variable
(1)
Papers
Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery
CLEAR 2025
SPACETIME: Causal Discovery from Non-Stationary Time Series
AAAI 2025
Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions
CLEAR 2024
Causal discovery with endogenous context variables
NIPS 2024
Increasing effect sizes of pairwise conditional independence tests between random vectors
UAI 2023
Vector Causal Inference between Two Groups of Variables
AAAI 2023
Causal Discovery for time series from multiple datasets with latent contexts
UAI 2023
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
NIPS 2022