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1Distribution-free tests for lossless feature selection in classification and regression
L. Györfi, T. Linder, and H. Walk. Test, 34 (1): 262-287 (2024)
10 days ago by @unibiblio
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1A sphingolipid rheostat controls apoptosis versus apical cell extrusion as alternative tumour-suppressive mechanisms
J. Armistead, S. Höpfl, P. Goldhausen, A. Müller-Hartmann, E. Fahle, J. Hatzold, R. Franzen, S. Brodesser, N. Radde, and M. Hammerschmidt. Cell death & disease, 15 (10): 746 (2024)
a month ago by @unibiblio
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9Marginal Percentile Intervals in Bayesian Inference are Overconfident
S. Höpfl, H. Tautenhahn, V. Wagner, and N. Radde. 10th IFAC Conference on Foundations of Systems Biology in Engineering FOSBE 2024, 58, 23, page 19-24. Elsevier, (2024)
a month ago by @unibiblio
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1DLC1 knockdown in EMT in MCF10A cells
S. Höpfl, and N. Radde. Software, (2025)
2 months ago by @unibiblio
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1The impact of incomplete revascularization on survival in minimal invasive off-pump coronary artery surgery: a propensity score analysis of 1,149 cases
M. Rufa, A. Ursulescu, J. Dippon, D. Aktuerk, S. Ahad, R. Nagib, M. Albert, and U. Franke. Journal of thoracic disease, 16 (7): 4504-4514 (2024)
3 months ago by @unibiblio
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1Martin boundary theory on inhomogeneous fractals
U. Freiberg, and S. Kohl. The Asian journal of mathematics, 27 (5): 639-674 (2023)
3 months ago by @unibiblio
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1Is minimally invasive multi-vessel off-pump coronary surgery as safe and effective as MIDCAB?
M. Rufa, A. Ursulescu, J. Dippon, D. Aktuerk, R. Nagib, M. Albert, and U. Franke. Frontiers in Cardiovascular Medicine, (2024)
3 months ago by @unibiblio
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5Extremes in High Dimensions : Methods and Scalable Algorithms
J. Lederer, and M. Oesting. Preprint, (2023)
4 months ago by @unibiblio
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6Estimation of the Spectral Measure from Convex Combinations of Regularly Varying Random Vectors
M. Oesting, and O. Wintenberger. Preprint, (2023)
4 months ago by @unibiblio
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4Bayesian modelling of time series data (BayModTS)-a FAIR workflow to process sparse and highly variable data
S. Höpfl, M. Albadry, U. Dahmen, K. Herrmann, E. Kindler, M. König, J. Reichenbach, H. Tautenhahn, W. Wei, W. Zhao and 1 other author(s). Bioinformatics, 40 (5): btae312 (2024)
5 months ago by @unibiblio
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1Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2]
D. Holzmüller, L. Grinsztajn, and I. Steinwart. Software, (2024)Related to: David Holzmüller, Léo Grinsztajn, and Ingo Steinwart. Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular Data, Neural Information Processing Systems, 2024. arXiv: 2407.04491.
6 months ago by @unibiblio
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3Convergence rates for shallow neural networks learned by gradient descent
A. Braun, M. Kohler, S. Langer, and H. Walk. Bernoulli, 30 (1): 475-502 (2024)
7 months ago by @unibiblio
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10Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials
V. Zaverkin, D. Holzmüller, H. Christiansen, F. Errica, F. Alesiani, M. Takamoto, M. Niepert, and J. Kästner. npj computational materials, 10 (1): 83 (2024)
7 months ago by @unibiblio
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1Reproducing kernel Hilbert spaces cannot contain all continuous functions on a compact metric space
I. Steinwart. Archiv der Mathematik, 122 (5): 553-557 (2024)
7 months ago by @unibiblio
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1Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data
D. Holzmüller, L. Grinsztajn, and I. Steinwart. Software, (2024)Related to: David Holzmüller, Léo Grinsztajn, and Ingo Steinwart. Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular Data, 2024. arXiv: 2407.04491.
9 months ago by @unibiblio
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1L^p-norm spherical copulas
C. Bernard, A. Müller, and M. Oesting. Journal of multivariate analysis, 201 (May): 105262 (2024)
9 months ago by @unibiblio
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1On the Distances Within Cliques in a Soft Random Geometric Graph
E. Sönmez, and C. Stegehuis. Journal of statistical physics, 191 (3): 38 (2024)
10 months ago by @unibiblio
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1Mind the spikes : benign overfitting of kernels and neural networks in fixed dimension
M. Haas, D. Holzmüller, U. von Luxburg, and I. Steinwart. NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems, page 20763-20826. Association for Computing Machinery, (2024)
10 months ago by @unibiblio
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10Detection of long range dependence in the time domain for (in)finite-variance time series
M. Oesting, A. Rapp, and E. Spodarev. Statistics, 57 (6): 1352-1379 (2023)
10 months ago by @unibiblio
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1A Provably Convergent Control Closure Scheme for the Method of Moments of the Chemical Master Equation
V. Wagner, R. Strässer, F. Allgöwer, and N. Radde. Journal of chemical theory and computation, 19 (24): 9049-9059 (2023)
a year ago by @unibiblio
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publications (hide)138
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1Distribution-free tests for lossless feature selection in classification and regression

1A sphingolipid rheostat controls apoptosis versus apical cell extrusion as alternative tumour-suppressive mechanisms

9Marginal Percentile Intervals in Bayesian Inference are Overconfident

1DLC1 knockdown in EMT in MCF10A cells

1The impact of incomplete revascularization on survival in minimal invasive off-pump coronary artery surgery: a propensity score analysis of 1,149 cases

1Martin boundary theory on inhomogeneous fractals

1Is minimally invasive multi-vessel off-pump coronary surgery as safe and effective as MIDCAB?

5Extremes in High Dimensions : Methods and Scalable Algorithms

6Estimation of the Spectral Measure from Convex Combinations of Regularly Varying Random Vectors

4Bayesian modelling of time series data (BayModTS)-a FAIR workflow to process sparse and highly variable data

1Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2]

3Convergence rates for shallow neural networks learned by gradient descent

10Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials

1Reproducing kernel Hilbert spaces cannot contain all continuous functions on a compact metric space

1Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data

1L^p-norm spherical copulas

1On the Distances Within Cliques in a Soft Random Geometric Graph

1Mind the spikes : benign overfitting of kernels and neural networks in fixed dimension

10Detection of long range dependence in the time domain for (in)finite-variance time series

1A Provably Convergent Control Closure Scheme for the Method of Moments of the Chemical Master Equation

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