Konstantin Donhauser
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
5
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Copyright-Protected Language Generation via Adaptive Model Fusion. | Javier Abad, Konstantin Donhauser, Francesco Pinto, Fanny Yang |
| 2025 | ICML | Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models. | Konstantin Donhauser, Kristina Ulicna, Gemma E. Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason S. Hartford |
| 2025 | ICML | ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy. | Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason S. Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Juan Sebastin Rodrguez Vera, Marta M. Fay, Imran S. Haque, Oren Kraus |
| 2024 | AISTATS | Hidden yet quantifiable: A lower bound for confounding strength using randomized trials. | Piersilvio De Bartolomeis, Javier Abad Martinez, Konstantin Donhauser, Fanny Yang |
| 2024 | AISTATS | Certified private data release for sparse Lipschitz functions. | Konstantin Donhauser, Johan Lokna, Amartya Sanyal, March Boedihardjo, Robert Hnig, Fanny Yang |
| 2024 | ALT | Tight bounds for maximum ℓ | Stefan Stojanovic, Konstantin Donhauser, Fanny Yang |
| 2024 | ICML | Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent. | Konstantin Donhauser, Javier Abad Martinez, Neha Hulkund, Fanny Yang |
| 2024 | UAI | Detecting critical treatment effect bias in small subgroups. | Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang |
| 2023 | ICLR | Strong inductive biases provably prevent harmless interpolation. | Michael Aerni, Marco Milanta, Konstantin Donhauser, Fanny Yang |
| 2022 | AISTATS | Tight bounds for minimum ℓ | Guillaume Wang, Konstantin Donhauser, Fanny Yang |
| 2022 | ICML | Fast rates for noisy interpolation require rethinking the effect of inductive bias. | Konstantin Donhauser, Nicol Ruggeri, Stefan Stojanovic, Fanny Yang |
| 2021 | ICML | How rotational invariance of common kernels prevents generalization in high dimensions. | Konstantin Donhauser, Mingqi Wu, Fanny Yang |