Shami Nisimov
6 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
causal discovery
(3)
latent confounder
(2)
structure learning
(1)
uncertainty quantification
(1)
time series
(1)
causal structure
(1)
conditional independence
(1)
bayesian network
(1)
graphical model
(1)
structural equation model
(1)
convolutional network
(1)
out-of-distribution detection
(1)
bayesian neural network
(1)
selection bia
(1)
graph algorithm
(1)
bayesian structure learning
(1)
constraint-based learning
(1)
causal relationship
(1)
faithfulness assumption
(1)
constraint-based algorithm
(1)
Papers
Causal Interpretation of Self-Attention in Pre-Trained Transformers
NeurIPS 2023
From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders
ICML 2023
Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias
NeurIPS 2021
Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections
NeurIPS 2019
Bayesian Structure Learning by Recursive Bootstrap
NeurIPS 2018
Constructing Deep Neural Networks by Bayesian Network Structure Learning
NeurIPS 2018