K. Morik

PROFILE

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Aliases
K Morik, K. Morik, Katharina J. Morik, Katharina Morik
Publication record
341 papers · 5,111 citations · H-index 32

PAPERS

Fast Inference of Tree Ensembles on ARM Devices
20234 citationsauthor #4
Expected exclusion limits to TeV dark matter from the Perseus Cluster with the Cherenkov Telescope Array
20231 citationsauthor #337
Chasing Gravitational Waves with the Cherenkov Telescope Array
20231 citationsauthor #338
Joint leaf-refinement and ensemble pruning through $$L_1$$ L 1 regularization
202311 citationsauthor #2
Pybkgmodel - a background modelling toolbox for the CTA
20232 citationsauthor #338
Energy Efficiency Considerations for Popular AI Benchmarks
20234 citationsauthor #3
Interpolation of Instrument Response Functions for the Cherenkov Telescope Array in the Context of pyirf
20233 citationsauthor #337
Observation of high-energy neutrinos from the Galactic plane
2023239 citationsauthor #234
Dark matter searches in dwarf spheroidal galaxies with the Cherenkov Telescope Array
20231 citationsauthor #339
Variability studies of active galactic nuclei from the long-term monitoring program with the Cherenkov Telescope Array
20234 citationsauthor #344
Performance update of an event-type based analysis for the Cherenkov Telescope Array
20231 citationsauthor #338
Sensitivity of the Cherenkov Telescope Array to the gamma-ray emission from neutrino sources detected by IceCube
20232 citationsauthor #343
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles
20224 citationsauthor #2
Efficient Realization of Decision Trees for Real-Time Inference
202222 citationsauthor #7
Explainable Predictive Quality Inspection using Deep Learning in Electronics Manufacturing
202218 citationsauthor #6
Certifiable Active Class Selection in Multi-Class Classification
20220 citationsauthor #3
A Unified Framework for Assessing Energy Efficiency of Machine Learning
202216 citationsauthor #4
Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture
202216 citationsauthor #4
Early Quality Prediction using Deep Learning on Time Series Sensor Data
202210 citationsauthor #5
FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors
202217 citationsauthor #6
Simulation and Machine Learning
20221 citationsauthor #2
Explainable online ensemble of deep neural network pruning for time series forecasting
202221 citationsauthor #3
Simulation and sensor data fusion for machine learning application
202223 citationsauthor #4
Key Concepts in Machine Learning and Data Analysis
20220 citationsauthor #1
Online Adaptive Multivariate Time Series Forecasting
20222 citationsauthor #3
Label Proportion Learning
20220 citationsauthor #2
Adaptive Multivariate Time Series Forecasting
20220 citationsauthor #2
Summary Extraction from Streams
20220 citationsauthor #2
Quality Assurance in Interlinked Manufacturing Processes
20220 citationsauthor #2
There is no Double-Descent in Random Forests
20218 citationsauthor #2
CTA – the World’s largest ground-based gamma-ray observatory
202122 citationsauthor #709
Yes we care!-Certification for machine learning methods through the care label framework
202113 citationsauthor #1
Meta-Adversarial Training of Neural Networks for Binary Classification
20210 citationsauthor #2
Online Geological Anomaly Detection Using Machine Learning in Mechanized Tunneling
202110 citationsauthor #6
Bit Error Tolerance Metrics for Binarized Neural Networks
20214 citationsauthor #5
Noisy Labels for Weakly Supervised Gamma Hadron Classification
20211 citationsauthor #3
Towards Reflective AI: Needs, Challenges and Directions for Future Research
20212 citationsauthor #12
Shrub Ensembles for Online Classification
20211 citationsauthor #3
An Actor-Critic Ensemble Aggregation Model for Time-Series Forecasting*
20219 citationsauthor #3
Trustworthy AI
20218 citationsauthor #5
Explainable Online Deep Neural Network Selection Using Adaptive Saliency Maps for Time Series Forecasting
202127 citationsauthor #3
Deep Unsupervised Domain Adaptation for Gamma-Hadron Separation
20211 citationsauthor #2
Efficiently Approximating the Worst-Case Deadline Failure Probability Under EDF
202122 citationsauthor #5
Mapping Co-Occurrence Vectors Built upon Large Text Corpora to a Human-Interpretable Space Using Explainable Decision Trees
20210 citationsauthor #2
Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement
20213 citationsauthor #2
Structure Search for Normalizing Flows
20210 citationsauthor #3
Online Ensemble Aggregation using Deep Reinforcement Learning for Time Series Forecasting
202111 citationsauthor #2
GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering
20211 citationsauthor #3
Active Class Selection with Uncertain Class Proportions
20211 citationsauthor #2
Certification of Model Robustness in Active Class Selection
20213 citationsauthor #2
A Convolutional Neural Network based Cascade Reconstruction for the IceCube Neutrino Observatory
202156 citationsauthor #221
Explaining Deep Learning Representations by Tracing the Training Process
20212 citationsauthor #2
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning
20214 citationsauthor #1
Providing Meaningful Data Summarizations Using Examplar-based Clustering in Industry 4.0
20213 citationsauthor #4
Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance
202119 citationsauthor #6
Smart Control of Monte Carlo Simulations for Astroparticle Physics
20202 citationsauthor #4
Active Sampling for Learning Interpretable Surrogate Machine Learning Models
20209 citationsauthor #2
Generalized Negative Correlation Learning for Deep Ensembling
202020 citationsauthor #3
Resource-Constrained On-Device Learning by Dynamic Averaging
20202 citationsauthor #6
Real-time prediction of process forces in milling operations using synchronized data fusion of simulation and sensor data
202037 citationsauthor #4
Solving Abstract Reasoning Tasks with Grammatical Evolution
202015 citationsauthor #4
No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series
20208 citationsauthor #6
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
202068 citationsauthor #22
Optimal Probabilistic Classification in Active Class Selection
20202 citationsauthor #4
Very Fast Streaming Submodular Function Maximization
20209 citationsauthor #3
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
20200 citationsauthor #26
Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks
20203 citationsauthor #6
Generalized Isolation Forest: Some Theory and More Applications Extended Abstract
20208 citationsauthor #3
Semantic Search in Millions of Equations
202012 citationsauthor #2
On-Site Gamma-Hadron Separation with Deep Learning on FPGAs
202010 citationsauthor #4
Randomized outlier detection with trees
202035 citationsauthor #3
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots
202011 citationsauthor #23
Fighting Filterbubbles with Adversarial Training
20201 citationsauthor #2
A Drift-Based Dynamic Ensemble Members Selection Using Clustering for Time Series Forecasting
201922 citationsauthor #3
Learning Ensembles in the Presence of Imbalanced Classes
20191 citationsauthor #5
FACT-Tools - Processing High-Volume Telescope Data
20194 citationsauthor #21
Active Learning for Accurate Settlement Prediction Using Numerical Simulations in Mechanized Tunneling
201915 citationsauthor #5
Another View on Optimization as Probabilistic Inference
20190 citationsauthor #3
Parameter Sharing for Spatio-Temporal Process Models
20190 citationsauthor #3
Hardware Acceleration of Machine Learning Beyond Linear Algebra
201920 citationsauthor #3
Towards Active Simulation Data Mining ?
20193 citationsauthor #3
Big data and simulation – A new approach for real-time TBM steering
20192 citationsauthor #6
Hardware Accelerated Learning at the Edge
20192 citationsauthor #3
Gaussian Model Trees for Traffic Imputation
20191 citationsauthor #3
Evolution of Eigenvalue Decay in Deep Networks
20191 citationsauthor #2
A Data Science Perspective on Deconvolution
20190 citationsauthor #4
Stack Usage Analysis for Efficient Wear Leveling in Non-Volatile Main Memory Systems
20191 citationsauthor #7
Learning Bit by Bit: Extracting the Essence of Machine Learning
201929 citationsauthor #3
Real Time Streaming Analysis of IACT Data
20190 citationsauthor #21
A Note on Artificial Intelligence and Statistics
20190 citationsauthor #1
The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering
201933 citationsauthor #4
The Search for Equations - Learning to Identify Similarities Between Mathematical Expressions
20197 citationsauthor #3
HyperUCB: Hyperparameter Optimization Using Contextual Bandits
20193 citationsauthor #3
The Trustworthy Pal: Controlling the False Discovery Rate in Boolean Matrix Factorization
20197 citationsauthor #3
Mining for Spectra - The Dortmund Spectrum Estimation Algorithm
201913 citationsauthor #6
What Can We Expect from Active Class Selection?
20191 citationsauthor #2
Efficiently Approximating the Probability of Deadline Misses in Real-Time Systems
201841 citationsauthor #5
What do you do with 5 million posts? Versuche zum distant reading religiöser Online-Foren
20181 citationsauthor #4
Towards a Unifying View on Deconvolution in Cherenkov Astronomy
20180 citationsauthor #3
Fast Stochastic Quadrature for Approximate Maximum-Likelihood Estimation
20183 citationsauthor #2

TIMELINE

1983 65 citations

1984 7 citations

1985 43 citations

1986 23 citations

1987 110 citations

1988 12 citations

1989 152 citations

1990 4 citations

1991 26 citations

1992 18 citations

1993 17 citations

1994 128 citations

1995 3 citations

1996 27 citations

1997 26 citations

1998 0 citations

1999 494 citations

2000 143 citations

2001 0 citations

2002 77 citations

2003 40 citations

2004 192 citations

2005 379 citations

2006 18 citations

2007 40 citations

2008 122 citations

2009 20 citations

2010 401 citations

2011 110 citations

2012 177 citations

2013 209 citations

2014 324 citations

2015 83 citations

2016 125 citations

2017 243 citations

2018 203 citations

2019 165 citations

2020 252 citations

2021 231 citations

2022 150 citations

2023 273 citations

Unknown 0 citations

K. Morik

PROFILE

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