Konstantin Donhauser

30 papers A* 8A 4B 1Journal 17

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Copyright-Protected Language Generation via Adaptive Model Fusion. ICLR Javier Abad, Konstantin Donhauser, Francesco Pinto, Fanny Yang
2025	J	`jnl`	Efficient Randomized Experiments Using Foundation Models. CoRR Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M. Duch, Fanny Yang, Issa J. Dahabreh
2025	A*	`conf`	Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models. ICML Konstantin Donhauser, Kristina Ulicna, Gemma E. Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason S. Hartford
2025	J	`jnl`	Unveiling Simplicities of Attention: Adaptive Long-Context Head Identification. CoRR Konstantin Donhauser, Charles Arnal, Mohammad Pezeshki, Vivien Cabannes, David Lopez-Paz, Kartik Ahuja
2025	A*	`conf`	ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy. ICML Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason S. Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Juan Sebastián Rodríguez Vera, Marta M. Fay, Imran S. Haque, Oren Kraus
2024	A	`conf`	Certified private data release for sparse Lipschitz functions. AISTATS Konstantin Donhauser, Johan Lokna, Amartya Sanyal, March Boedihardjo, Robert Hönig, Fanny Yang
2024	J	`jnl`	Copyright-Protected Language Generation via Adaptive Model Fusion. CoRR Javier Abad, Konstantin Donhauser, Francesco Pinto, Fanny Yang
2024	A	`conf`	Detecting critical treatment effect bias in small subgroups. UAI Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
2024	J	`jnl`	Detecting critical treatment effect bias in small subgroups. CoRR Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
2024	A	`conf`	Hidden yet quantifiable: A lower bound for confounding strength using randomized trials. AISTATS Piersilvio De Bartolomeis, Javier Abad Martinez, Konstantin Donhauser, Fanny Yang
2024	A*	`conf`	Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent. ICML Konstantin Donhauser, Javier Abad Martinez, Neha Hulkund, Fanny Yang
2024	J	`jnl`	Privacy-preserving data release leveraging optimal transport and particle gradient descent. CoRR Konstantin Donhauser, Javier Abad Martinez, Neha Hulkund, Fanny Yang
2024	J	`jnl`	Strong Copyright Protection for Language Models via Adaptive Model Fusion. CoRR Javier Abad, Konstantin Donhauser, Francesco Pinto, Fanny Yang
2024	B	`conf`	Tight bounds for maximum ℓ ALT Stefan Stojanovic, Konstantin Donhauser, Fanny Yang
2024	J	`jnl`	Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models. CoRR Konstantin Donhauser, Kristina Ulicna, Gemma E. Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason S. Hartford
2024	J	`jnl`	ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy. CoRR Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason S. Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Marta M. Fay, Juan Sebastián Rodríguez Vera, Imran S. Haque, Oren Kraus
2023	J	`jnl`	Hidden yet quantifiable: A lower bound for confounding strength using randomized trials. CoRR Piersilvio De Bartolomeis, Javier Abad Martinez, Konstantin Donhauser, Fanny Yang
2023	J	`jnl`	Sample-efficient private data release for Lipschitz functions under sparsity assumptions. CoRR Konstantin Donhauser, Johan Lokna, Amartya Sanyal, March Boedihardjo, Robert Hönig, Fanny Yang
2023	A*	`conf`	Strong inductive biases provably prevent harmless interpolation. ICLR Michael Aerni, Marco Milanta, Konstantin Donhauser, Fanny Yang
2023	J	`jnl`	Strong inductive biases provably prevent harmless interpolation. CoRR Michael Aerni, Marco Milanta, Konstantin Donhauser, Fanny Yang
2022	A*	`conf`	Fast rates for noisy interpolation require rethinking the effect of inductive bias. ICML Konstantin Donhauser, Nicolò Ruggeri, Stefan Stojanovic, Fanny Yang
2022	J	`jnl`	Fast rates for noisy interpolation require rethinking the effects of inductive bias. CoRR Konstantin Donhauser, Nicolò Ruggeri, Stefan Stojanovic, Fanny Yang
2022	J	`jnl`	Tight bounds for maximum 𝓁 CoRR Stefan Stojanovic, Konstantin Donhauser, Fanny Yang
2022	A	`conf`	Tight bounds for minimum ℓ AISTATS Guillaume Wang, Konstantin Donhauser, Fanny Yang
2021	A*	`conf`	How rotational invariance of common kernels prevents generalization in high dimensions. ICML Konstantin Donhauser, Mingqi Wu, Fanny Yang
2021	J	`jnl`	How rotational invariance of common kernels prevents generalization in high dimensions. CoRR Konstantin Donhauser, Mingqi Wu, Fanny Yang
2021	A*	`conf`	Interpolation can hurt robust generalization even when there is no noise. NeurIPS Konstantin Donhauser, Alexandru Tifrea, Michael Aerni, Reinhard Heckel, Fanny Yang
2021	J	`jnl`	Interpolation can hurt robust generalization even when there is no noise. CoRR Konstantin Donhauser, Alexandru Tifrea, Michael Aerni, Reinhard Heckel, Fanny Yang
2021	J	`jnl`	Tight bounds for minimum l1-norm interpolation of noisy data. CoRR Guillaume Wang, Konstantin Donhauser, Fanny Yang
2019	J	`jnl`	Efficient Smoothing of Dilated Convolutions for Image Segmentation. CoRR Thomas Ziegler, Manuel Fritsche, Lorenz Kuhn, Konstantin Donhauser