Niki Kilbertus
25 papers · 2017–2026 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 9 separate collaboration groups - the largest holds only 32% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Niki Kilbertus?
5 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 Ricardo Silva, Cecilia Casolo, Zhufeng Li
8 papers
· 2018–2025
· CLeaR, ICLR, AAAI
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An Asymmetric Independence Model for Causal Discovery on Path Spaces
CLeaR 2025
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
ICLR 2025
Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity
AAAI 2025
Your Assumed DAG is Wrong And Here’s How To Deal With It
CLeaR 2025
Stochastic Causal Programming for Bounding Treatment Effects
CLeaR 2023
A Class of Algorithms for General Instrumental Variable Models
NeurIPS 2020
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding
UAI 2019
Blind Justice: Fairness with Encrypted Sensitive Attributes
ICML 2018
4 papers whose co-authors appear nowhere else under this name
Decomposing Ensemble Spread in Lorenz ’96 with Learned Stochastic Parameterizations
UAI 2026
Learning Representations of Instruments for Partial Identification of Treatment Effects
ICML 2025
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
ICLR 2024
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
NeurIPS 2023