Forschungsgruppe Maschinelles Lernen und Unsicherheitsquantifizierung

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Organization Name (de) Name der Organisation (de)
E101-03-2 - Forschungsgruppe Maschinelles Lernen und Unsicherheitsquantifizierung
 
Code Kennzahl
E101-03-2
 
Type of Organization Organisationstyp
Research Group
 
Parent OrgUnit Übergeordnete Organisation
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Results 1-15 of 15 (Search time: 0.001 seconds).

PreviewAuthors / EditorsTitleTypeIssue Date
1Heitzinger, Clemens ; Haslberger, Alexander Algorithms for and Challenges in the Analysis of Markers in Personalized Health CareBook Contribution Buchbeitrag4-Nov-2022
2Böck, Markus ; Malle, Julien ; Pasterk, Daniel ; Kukina, Hrvoje ; Hasani, Ramin ; Heitzinger, Clemens Superhuman performance on sepsis MIMIC-III data by distributional reinforcement learningArticle Artikel 3-Nov-2022
3Morales Escalante, José A. ; Heitzinger, Clemens Stochastic Galerkin methods for the Boltzmann-Poisson systemArticle Artikel 1-Oct-2022
4Jalaeian Zaferani, Effat ; Teshnehlab, Mohammad ; Khodadadian, Amirreza ; Heitzinger, Clemens ; Vali, Mansour ; Noii, Nima ; Wick, Thomas Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits PerceptionArticle Artikel 2-Aug-2022
5Khodadadian, Amirreza ; Parvizi, Maryam ; Teshnehlab, Mohammad ; Heitzinger, Clemens Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural NetworksArticle Artikel 1-Jul-2022
6Böck, Markus ; Heitzinger, Clemens Speedy Categorical Distributional Reinforcement Learning and Complexity AnalysisArticle Artikel 6-Jun-2022
7Tomeva, Elena ; Switzeny, Olivier ; Heitzinger, Clemens ; Hippe, Berit ; Haslberger, Alexander G Comprehensive Approach to Distinguish Patients with Solid Tumors from Healthy Controls by Combining Androgen Receptor Mutation p.H875Y with Cell-Free DNA Methylation and Circulating miRNAsArticle Artikel 17-Jan-2022
8Abbaszadeh, Mostafa ; Dehghan, Mehdi ; Khodadadian, Amirreza ; Heitzinger, Clemens Application of direct meshless local Petrov–Galerkin method for numerical solution of stochastic elliptic interface problemsArticle Artikel 2022
9Holly, Stephanie ; Heel, Robin ; Katic, Denis ; Schoeffl, Leopold ; Stiftinger, Andreas ; Holzner, Peter ; Kaufmann, Thomas ; Haslhofer, Bernhard ; Schall, Daniel ; Heitzinger, Clemens ; Kemnitz, Jana ; Do, Phuc ; Michau, Gabriel ; Ezhilarasu, Cordelia Autoencoder Based Anomaly Detection and Explained Fault Localization in Industrial Cooling SystemsInproceedings Konferenzbeitrag2022
10Abbaszadeh, Mostafa ; Khodadadian, Amirreza ; Parvizi, Maryam ; Dehghan, Mehdi ; Heitzinger, Clemens A direct meshless local collocation method for solving stochastic Cahn–Hilliard–Cook and stochastic Swift–Hohenberg equationsArticle Artikel Jan-2019
11Blankrot, B. ; Heitzinger, C. ; Mirko Barbuto ; Fedotov Vassili Automated Design of Photonic Crystal DemultiplexersInproceedings Konferenzbeitrag15-Nov-2018
12Taghizadeh, Leila ; Khodadadian, Amirreza ; Heitzinger, Clemens The Stochastic Drift-Diffusion-Poisson System for Modeling Nanowire and Nanopore SensorsInproceedings Konferenzbeitrag 21-Mar-2018
13Heitzinger, Clemens ; Pammer, Gudmund ; Rigger, Stefan Cubature Formulas for Multisymmetric Functions and Applications to Stochastic Partial Differential EquationsArticle Artikel 2018
14Geiersbach, Caroline ; Heitzinger, Clemens ; Tulzer, Gerhard Optimal Approximation of the First-Order Corrector in Multiscale Stochastic Elliptic PDEArticle Artikel 19-Oct-2016
15Khodadadian, Amirreza ; Heitzinger, Clemens A transport equation for confined structures applied to the OprP, Gramicidin A, and KcsA channelsArticle Artikel 17-Mar-2015