Search Results - "Zimmer, Max"

Neural Parameter Regression for Explicit Representations of PDE Solution Operators by Mundinger, Konrad, Zimmer, Max, Pokutta, Sebastian

“…We introduce Neural Parameter Regression (NPR), a novel framework specifically developed for learning solution operators in Partial Differential Equations…”
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On the Byzantine-Resilience of Distillation-Based Federated Learning by Roux, Christophe, Zimmer, Max, Pokutta, Sebastian

“…Federated Learning (FL) algorithms using Knowledge Distillation (KD) have received increasing attention due to their favorable properties with respect to…”
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Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging by Zimmer, Max, Spiegel, Christoph, Pokutta, Sebastian

“…Neural networks can be significantly compressed by pruning, yielding sparse models with reduced storage and computational demands while preserving predictive…”
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Extending the Continuum of Six-Colorings by Mundinger, Konrad, Pokutta, Sebastian, Spiegel, Christoph, Zimmer, Max

“…We present two novel six-colorings of the Euclidean plane that avoid monochromatic pairs of points at unit distance in five colors and monochromatic pairs at…”
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Compression-aware Training of Neural Networks using Frank-Wolfe by Zimmer, Max, Spiegel, Christoph, Pokutta, Sebastian

“…Many existing Neural Network pruning approaches rely on either retraining or inducing a strong bias in order to converge to a sparse solution throughout…”
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PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs by Zimmer, Max, Andoni, Megi, Spiegel, Christoph, Pokutta, Sebastian

“…Neural Networks can be efficiently compressed through pruning, significantly reducing storage and computational demands while maintaining predictive…”
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How I Learned to Stop Worrying and Love Retraining by Zimmer, Max, Spiegel, Christoph, Pokutta, Sebastian

“…Many Neural Network Pruning approaches consist of several iterative training and pruning steps, seemingly losing a significant amount of their performance…”
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Deep Neural Network Training with Frank-Wolfe by Pokutta, Sebastian, Spiegel, Christoph, Zimmer, Max

“…This paper studies the empirical efficacy and benefits of using projection-free first-order methods in the form of Conditional Gradients, a.k.a. Frank-Wolfe…”
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Interpretability Guarantees with Merlin-Arthur Classifiers by Wäldchen, Stephan, Sharma, Kartikey, Turan, Berkant, Zimmer, Max, Pokutta, Sebastian

“…We propose an interactive multi-agent classifier that provides provable interpretability guarantees even for complex agents such as neural networks. These…”
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Estimating Canopy Height at Scale by Pauls, Jan, Zimmer, Max, Kelly, Una M, Schwartz, Martin, Saatchi, Sassan, Ciais, Philippe, Pokutta, Sebastian, Brandt, Martin, Gieseke, Fabian

“…We propose a framework for global-scale canopy height estimation based on satellite data. Our model leverages advanced data preprocessing techniques, resorts…”
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Late TD lifts Sam Houston to FCS title over South Dakota State by Zimmer, Max

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Train Passing a Man Who Has His Hands in His Pockets by Zimmer, Max

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Train Passing a Man Who Has His Hands in His Pockets by Zimmer, Max

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Alterthümer in Amasia, Klein-Asien by Belck, W, Zimmer, Max

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Sitzung vom 21. December 1901 by Virchow, Rud, Lissauer, Bartels, M., Ritter, W., Belck, W., Zimmer, Max, Schoetensack, Woodhull, A., Miller, M. G., Staudinger, P., Fritsch, G., Strauch, C., Schmidt, Hub, Voss, A., Goldstein

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