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Niki Kilbertus

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

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Venues

ICLR ×3ICML ×2NeurIPS ×2AAAI ×1

Frequent coauthors

Uzair Akbar
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Nora Schneider
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Jonas Schweisthal
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Georg Manten
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Zhufeng Li
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Stéphane d'Ascoli
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Elisabeth Ailer
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Luca Eyring
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Papers

  1. An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
    NeurIPS 2025 ·
    Uzair Akbar
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  2. Generative Intervention Models for Causal Perturbation Modeling
    ICML 2025 ·
    Nora Schneider
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  3. Learning Representations of Instruments for Partial Identification of Treatment Effects
    ICML 2025 ·
    Jonas Schweisthal
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  4. Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
    ICLR 2025 ·
    Georg Manten
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  5. Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity
    AAAI 2025 ·
    Zhufeng Li
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  6. ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
    ICLR 2024 ·
    Stéphane d'Ascoli
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  7. Targeted Sequential Indirect Experiment Design
    NeurIPS 2024 ·
    Elisabeth Ailer
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  8. Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
    ICLR 2024 ·
    Luca Eyring
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