Niki Kilbertus
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
6
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity. | Zhufeng Li, Sandeep Suresh Cranganore, Nicholas D. Youngblut, Niki Kilbertus |
| 2025 | ICLR | Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes. | Georg Manten, Cecilia Casolo, Emilio Ferrucci, Sren Wengel Mogensen, Cristopher Salvi, Niki Kilbertus |
| 2025 | ICML | Generative Intervention Models for Causal Perturbation Modeling. | Nora Schneider, Lars Lorch, Niki Kilbertus, Bernhard Schlkopf, Andreas Krause |
| 2025 | ICML | Learning Representations of Instruments for Partial Identification of Treatment Effects. | Jonas Schweisthal, Dennis Frauen, Maresa Schrder, Konstantin Hess, Niki Kilbertus, Stefan Feuerriegel |
| 2024 | ICLR | ODEFormer: Symbolic Regression of Dynamical Systems with Transformers. | Stphane d'Ascoli, Sren Becker, Philippe Schwaller, Alexander Mathis, Niki Kilbertus |
| 2024 | ICLR | Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. | Luca Eyring, Dominik Klein, Tho Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis |
| 2024 | ICMLA | Towards Physically Consistent Deep Learning For Climate Model Parameterizations. | Birgit Khbacher, Fernando Iglesias-Suarez, Niki Kilbertus, Veronika Eyring |
| 2023 | ICLR | Modeling content creator incentives on algorithm-curated platforms. | Jiri Hron, Karl Krauth, Michael I. Jordan, Niki Kilbertus, Sarah Dean |
| 2023 | ICML | Sequential Underspecified Instrument Selection for Cause-Effect Estimation. | Elisabeth Ailer, Jason S. Hartford, Niki Kilbertus |
| 2023 | ICML | Predicting Ordinary Differential Equations with Transformers. | Sren Becker, Michal Klein, Alexander Neitz, Giambattista Parascandolo, Niki Kilbertus |
| 2021 | ICML | On Disentangled Representations Learned from Correlated Data. | Frederik Truble, Elliot Creager, Niki Kilbertus, Francesco Locatello, Andrea Dittadi, Anirudh Goyal, Bernhard Schlkopf, Stefan Bauer |
| 2020 | AISTATS | Fair Decisions Despite Imperfect Predictions. | Niki Kilbertus, Manuel Gomez Rodriguez, Bernhard Schlkopf, Krikamol Muandet, Isabel Valera |
| 2019 | UAI | The Sensitivity of Counterfactual Fairness to Unmeasured Confounding. | Niki Kilbertus, Philip J. Ball, Matt J. Kusner, Adrian Weller, Ricardo Silva |
| 2018 | ICML | Blind Justice: Fairness with Encrypted Sensitive Attributes. | Niki Kilbertus, Adri Gascn, Matt J. Kusner, Michael Veale, Krishna P. Gummadi, Adrian Weller |
| 2018 | ICML | Learning Independent Causal Mechanisms. | Giambattista Parascandolo, Niki Kilbertus, Mateo Rojas-Carulla, Bernhard Schlkopf |