Niki Kilbertus

8 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICLR ×3 ICML ×2 NeurIPS ×2 AAAI ×1

Frequent coauthors

Uzair Akbar

×1

Hao Shen

×1

Krikamol Muandet

×1

Bo Dai

×1

Nora Schneider

×1

Lars Lorch

×1

Bernhard Schölkopf

×1

Andreas Krause

×1

Jonas Schweisthal

×1

Dennis Frauen

×1

Maresa Schröder

×1

Konstantin Hess

×1

Papers

An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
NeurIPS 2025 ·
Uzair Akbar
, Niki Kilbertus,
Hao Shen
,
Krikamol Muandet
,
Bo Dai
Generative Intervention Models for Causal Perturbation Modeling
ICML 2025 ·
Nora Schneider
,
Lars Lorch
, Niki Kilbertus,
Bernhard Schölkopf
,
Andreas Krause
Learning Representations of Instruments for Partial Identification of Treatment Effects
ICML 2025 ·
Jonas Schweisthal
,
Dennis Frauen
,
Maresa Schröder
,
Konstantin Hess
, Niki Kilbertus,
Stefan Feuerriegel
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
ICLR 2025 ·
Georg Manten
,
Cecilia Casolo
,
Emilio Ferrucci
,
Søren Wengel Mogensen
,
Cristopher Salvi
, Niki Kilbertus
Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity
AAAI 2025 ·
Zhufeng Li
,
Sandeep Suresh Cranganore
,
Nicholas D. Youngblut
, Niki Kilbertus
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024 ·
Stéphane d'Ascoli
,
Sören Becker
,
Philippe Schwaller
,
Alexander Mathis
, Niki Kilbertus
Targeted Sequential Indirect Experiment Design
NeurIPS 2024 ·
Elisabeth Ailer
,
Niclas Dern
,
Jason S. Hartford
, Niki Kilbertus
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
ICLR 2024 ·
Luca Eyring
,
Dominik Klein
,
Théo Uscidda
,
Giovanni Palla
, Niki Kilbertus,
Zeynep Akata
,
Fabian J. Theis