Ilya Shpitser
33 papers · 2008–2026 · 8 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 14 separate collaboration groups - the largest holds only 30% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Ilya Shpitser?
7 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with AmirEmad Ghassami, Yuqin Yang, Mohamed Nafea
4 papers
· 2022–2024
· UAI, ICML, NeurIPS
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A General Identification Algorithm For Data Fusion Problems Under Systematic Selection
UAI 2024
Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach
ICML 2024
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error
NeurIPS 2022
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference
AISTATS 2022
7 papers whose co-authors appear nowhere else under this name
A Characterization of the Orthocomplement of the Tangent Space of Semiparametric Markov Models
UAI 2026
Proximal Identification and Estimation in Front-Door Causal Structures with Unobserved Confounding of the Mediator
UAI 2026
The Lauritzen-Chen Likelihood For Graphical Models
AISTATS 2023
Structure Learning Under Missing Data
PGM 2018
Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random
NeurIPS 2016
Segregated Graphs and Marginals of Chain Graph Models
NeurIPS 2015
Complete Identification Methods for the Causal Hierarchy
JMLR 2008