KM
K. Morik
cs.LGstat.MLcs.AIastro-ph.HEastro-ph.IMcs.CYcs.DCAlgorithmsArtificial Intelligenceastro-ph.CO
On Valency
published · living versionsW_ypc83djm·v1 · currentpublished
Observation of high-energy neutrinos from the Galactic plane
with R. Abbasi, M. Ackermann, J. Adams, J. A. Aguilar +384
1 version
Preprints & journals
42 papers in the corpus · 1999–2026Chasing Gamma-Ray Signals from Binary Neutron Star Coalescences with the Cherenkov Telescope Array: Prospects and Observing Strategies2604.08748v1 · S. Abe, J. Abhir, A. Abhishek et al.2026 · 0 citationsarXiv
Prospects for $\gamma$-ray observations of the Perseus galaxy cluster with the Cherenkov Telescope Array2309.03712v1 · S. Abe, F. Acero, A. Acharyya et al.2023 · 11 citationsJCAP10(2024)004
Development of a general analysis and unfolding scheme and its application to measure the energy spectrum of atmospheric neutrinos with IceCube: IceCube Collaboration.25995705 · Aartsen, M G, Ackermann, M, Adams, J et al.2024 · 55 citationsThe European physical journal. C, Particles and fields. 2015;75(3):116
Chasing Gravitational Waves with the Cherenkov Telescope Array2310.07413v3 · Jarred Gershon Green, Alessandro Carosi, Lara Nava et al.2023 · 1 citationarXiv
Observation of high-energy neutrinos from the Galactic plane2307.04427v1 · R. Abbasi, M. Ackermann, J. Adams et al.2023 · 309 citationsScience 380, 6652, 1338-1343 (2023)on Valency
Fast Inference of Tree Ensembles on ARM Devices2305.08579v1 · Simon Koschel, Sebastian Buschjager, Claudio Lucchese et al.2023 · 1 citationarXiv
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.33551673 · Nanni, Mirco, Andrienko, Gennady, Barabási, Albert-László et al.2023 · 63 citationsEthics and information technology. 2021;23(Suppl 1):1-6
Energy Efficiency Considerations for Popular AI Benchmarks2304.08359v1 · Raphael Fischer, Matthias Jakobs, Katharina Morik2023 · 2 citationsarXiv
Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework2105.10197v2 · Katharina Morik, Helena Kotthaus, Raphael Fischer et al.2021 · 15 citationsFrontiers in Artificial Intelligence, September 2022
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles2209.00446v1 · Lukas Pfahler, Katharina Morik2022 · 1 citationarXiv
Shrub Ensembles for Online Classification2112.03723v1 · Sebastian Buschjager, Sibylle Hess, Katharina Morik2021 · 5 citationsarXiv
There is no Double-Descent in Random Forests2111.04409v1 · Sebastian Buschjager, Katharina Morik2021 · 3 citationsarXiv
Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement2110.10075v1 · Sebastian Buschjager, Katharina Morik2021 · 0 citationsarXiv
A Convolutional Neural Network based Cascade Reconstruction for the IceCube Neutrino Observatory2101.11589v2 · R. Abbasi, M. Ackermann, J. Adams et al.2021 · 75 citationsJINST 16 (2021) P07041
Explaining Deep Learning Representations by Tracing the Training Process2109.05880v1 · Lukas Pfahler, Katharina Morik2021 · 1 citationarXiv
Noisy Labels for Weakly Supervised Gamma Hadron Classification2108.13396v1 · Lukas Pfahler, Mirko Bunse, Katharina Morik2021 · 0 citationsarXiv
Providing Meaningful Data Summarizations Using Exemplar-based Clustering in Industry 4.02105.12026v2 · Philipp-Jan Honysz, Alexander Schulze-Struchtrup, Sebastian Buschjager et al.2021 · 2 citationsarXiv
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning2106.00512v1 · Katharina Morik, Helena Kotthaus, Lukas Heppe et al.2021 · 3 citationsarXiv
Very Fast Streaming Submodular Function Maximization2010.10059v5 · Sebastian Buschjager, Philipp-Jan Honysz, Lukas Pfahler et al.2020 · 9 citationsarXiv
Bit Error Tolerance Metrics for Binarized Neural Networks2102.01344v1 · Sebastian Buschjager, Jian-Jia Chen, Kuan-Hsun Chen et al.2021 · 1 citationarXiv
GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering2101.08763v1 · Philipp-Jan Honysz, Sebastian Buschjager, Katharina Morik2021 · 0 citationsarXiv
Generalized Negative Correlation Learning for Deep Ensembling2011.02952v2 · Sebastian Buschjager, Lukas Pfahler, Katharina Morik2020 · 8 citationsarXiv
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots2010.15996v1 · Nikolaos Nikolaou, Ingo P. Waldmann, Angelos Tsiaras et al.2020 · 5 citationsarXiv
Resource-Constrained On-Device Learning by Dynamic Averaging2009.12098v1 · Lukas Heppe, Michael Kamp, Linara Adilova et al.2020 · 4 citationsarXiv
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment2004.05222v2 · Mirco Nanni, Gennady Andrienko, Albert-L'aszl'o Barab'asi et al.2020 · 63 citationsTransactions on Data Privacy 13(1): 61-66 (2020), http://www.tdp.cat/issues16/abs.a389a20.php
Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks2002.00909v1 · Sebastian Buschjager, Jian-Jia Chen, Kuan-Hsun Chen et al.2020 · 3 citationsarXiv
The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering1907.00680v1 · Sibylle Hess, Wouter Duivesteijn, Philipp Honysz et al.2019 · 34 citationsarXiv
The Trustworthy Pal: Controlling the False Discovery Rate in Boolean Matrix Factorization1907.00697v1 · Sibylle Hess, Nico Piatkowski, Katharina Morik2019 · 7 citationsarXiv
The PRIMPing Routine -- Tiling through Proximal Alternating Linearized Minimization1906.09722v1 · Sibylle Hess, Katharina Morik, Nico Piatkowski2019 · 27 citationsData Mining and Knowledge Discovery 31(4): 1090-1131 (2017)
C-SALT: Mining Class-Specific ALTerations in Boolean Matrix Factorization1906.09907v1 · Sibylle Hess, Katharina Morik2019 · 0 citationsarXiv
Distributed Real-Time Data Stream Analysis for CTA1809.00581v1 · Kai Brugge, Alexey Egorov, Christian Bockermann et al.2018 · 0 citationsarXiv
Machine Learning meets Data-Driven Journalism: Boosting International Understanding and Transparency in News Coverage1606.05110v1 · Elena Erdmann, Karin Boczek, Lars Koppers et al.2016 · 4 citationsarXiv
Sensitivity to cdk1-inhibition is modulated by p53 status in preclinical models of embryonal tumors.26029996 · Schwermer, Melanie, Lee, Sangkyun, Köster, Johannes et al.2016 · 32 citationsOncotarget. 2015;6(17):15425-35
Development of a General Analysis and Unfolding Scheme and its Application to Measure the Energy Spectrum of Atmospheric Neutrinos with IceCube1409.4535v3 · M. G. Aartsen, M. Ackermann, J. Adams et al.2014 · 55 citationsEur.Phys.J. C75 (2015) 3, 116
Robust selection of cancer survival signatures from high-throughput genomic data using two-fold subsampling.25295525 · Lee, Sangkyun, Rahnenführer, Jörg, Lang, Michel et al.2015 · 10 citationsPloS one. 2014;9(10):e108818
Exon-level expression analyses identify MYCN and NTRK1 as major determinants of alternative exon usage and robustly predict primary neuroblastoma outcome.23047593 · Schramm, A, Schowe, B, Fielitz, K et al.2012 · 31 citationsBritish journal of cancer. 2012;107(8):1409-17
Accurate prediction of neuroblastoma outcome based on miRNA expression profiles.20473924 · Schulte, Johannes H, Schowe, Benjamin, Mestdagh, Pieter et al.2010 · 97 citationsInternational journal of cancer. 2010;127(10):2374-85
Reanalysis of neuroblastoma expression profiling data using improved methodology and extended follow-up increases validity of outcome prediction.19349112 · Schramm, Alexander, Mierswa, Ingo, Kaderali, Lars et al.2009 · 13 citationsCancer letters. 2009;282(1):55-62
Knowledge discovery and knowledge validation in intensive care.10906614 · Morik, K, Imhoff, M, Brockhausen, P et al.2000 · 63 citationsArtificial intelligence in medicine. 2000;19(3):225-49
CORA--a knowledge-based system for the analysis of case-control studies.10195645 · Morik, K, Pigeot, I, Robers, U1999 · 0 citationsComputer methods and programs in biomedicine. 1999;58(1):35-50
Career total: 354 works. 42 are in this corpus.Showing the 40 most recent.
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