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 Bernhard Schölkopf, Giambattista Parascandolo, Sören Becker
7 papers
· 2017–2025
· ICML, ICLR, AISTATS
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Generative Intervention Models for Causal Perturbation Modeling
ICML 2025
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024
Predicting Ordinary Differential Equations with Transformers
ICML 2023
On Disentangled Representations Learned from Correlated Data
ICML 2021
Fair Decisions Despite Imperfect Predictions
AISTATS 2020
Learning Independent Causal Mechanisms
ICML 2018
Avoiding Discrimination through Causal Reasoning
NeurIPS 2017
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