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News

1 April 2020 
Our project "SPAplus" (collaborative BMBF project, 3 years) has started. We will investigate medical image processing using generative models.

 

25 March 2020 
Our paper "Phase transition for parameter learning of Hidden Markov Models" (Rau et al.) has been made available on arXiv.

 

15 March 2020 
Our research activities shift to home offices due to the Corona crisis

 

4 March 2020 
Our paper "Maximal Causes for Exponential Family Observables" (Mousavi et al.) has been made available on arXiv.

 

18 Feb 2020 
Our abstract "Optimal Inference of Sound Intensities and Sound Components Using Generative Representations" (Monk, Savin, Lücke) has been accepted for the ASA Conference in Chicago, where it will be presented as a talk.

 

6 Feb 2020 
Our project proposal "SPAplus" (collaborative BMBF project, 3 years) has been accepted and will be funded.

 

1 August 2019
Release of the open source software library "ProSper". The library contains a collection of algorithms for probabilistic sparse coding. For the source code see here. For a description see here.

 

1 July 2019
Our paper "k-Means as a Variational EM Approximation of Gaussian Mixture Models" has been published by Pattern Recognition Letters and is available online (PRLetters, arXiv).

 

2 April 2019
Our paper "k-Means as a Variational EM Approximation of Gaussian Mixture Models" was accepted for publication by Pattern Recognition Letters.

 

14-15 March 2019
Jörg Lücke gave a series of three lectures on Generative Machine Learning at the IK 2019 Spring School.

 

17 Jan 2019
Our paper "STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds" (Sheikh et al.) has been published by PLOS Computational Biology.
 

16 July 2018
Our paper "Neural Simpletrons - Learning in the Limit of Few Labels with Directed Generative Networks" (Forster et al.) has been published by Neural Computation.
 

5 July 2018
Our paper "Truncated Variational Sampling for ‘Black Box’ Optimization of Generative Models" has been presented at the LVA/ICA 2018.

 

3 July 2018
Our paper "Optimal neural inference of stimulus intensities" (Monk et al.) has been published by Nature's Scientific Reports.
 

24 March 2018
Our paper "Evolutionary Expectation Maximization" (Guiraud et al.) has been accepted for GECCO 2018.
 

19 March 2018
Our paper "Truncated Variational Sampling for ‘Black Box’ Optimization of Generative Models" (Lücke et al.) has been accepted for LVA/ICA 2018.
 

5 March 2018
Our paper "Neural Simpletrons - Learning in the Limit of Few Labels with Directed Generative Networks" (Forster et al.) has been accepted by Neural Computation.
 

22 Dec 2017
Our paper "Can clustering scale sublinearly with its clusters?" (Forster & Lücke) has been accepted for AISTATS 2018.
 

30 June 2017
Our paper "Discrete Sparse Coding" (Exarchakis & Lücke) has been accepted by Neural Computation.
 

7 June 2017
Our paper "Models of acetylcholine and dopamine signals differentially improve neural representations" (Holca-Lamarre et al.) has been accepted by the journal Frontiers in Neuroscience.
 

25 May 2017
Our paper "Binary non-negative matrix deconvolution for audio dictionary learning" (Drgas et al.) has been accepted by the journal IEEE Transactions on Audio, Speech and Language Processing.

Contact

Head of lab

Prof. Dr. Jörg Lücke

+49 441 798 5486

+49 441 798-3902

W30 2-201

 

Secretary

tba

+49 441 798-

+49 441 798-3902

W30 2-202

 

Postal Address

Prof. Dr. Jörg Lücke
Arbeitsgruppe Machine Learning
Exzellenzcluster Hearing4all und
Department für Medizinische Physik und Akustik
Fakultät für Medizin und Gesundheitswissenschaften
Carl von Ossietzky Universität Oldenburg
D-26111 Oldenburg

Office Address

Room 201 (2nd floor)
Building W30 (NeSSy)  
Küpkersweg 74
26129 Oldenburg

Head of Group

Prof. Dr. Jörg Lücke
Head of the Machine Learning Group

E-Mail :    (hamidmouxfv+bsavivfaib92@yt+pukahooomx.com)joerg.luecke@ufnolne.dex9u
Phone :    +49 441 798-5486
Fax :       +49 441 798-3902
Office :    W30 2-201


Postdocs and Doctoral Researchers

Hamid Mousavi
Doctoral Researcher in the Machine Learning Group

E-Mail :   &nbsqw4uhp; (hamidmojzkusavhhi92@yahoo.comdm)hamid.51omousvyavip/(atjx)unitfes-ok8ldurenfobu1k4pprg.de (hamid.mousavi@fomuolol.39aude)   
Phone :    +49 441 798-3293
Fax :       +49 441 798-3902
Office :    W30 2-205

Jakob Drefs
Doctoral Researcher in the Machine Learning Group

E-Mail :    jakecob.herzv1winricvx3h.j1dref7lxls@uol.de  
Phone :    +49 441 798-3942
Fax :       +49 441 798-3902
Office :    W30 2-206

Dennis Forster
Postdoctoral Researcher in the Machine Learning Group

E-Mail :    denveunikfs.pi4+kfo/lrsterw4l@um+jol.mvltde  
Phone :    +49 441 798-3709
Fax :       +49 441 798-3902
Office :    W30 2-205

Enrico Guiraud
Doctoral Researcher and Scholarship Student at CERN, Geneva, Switzerland

E-Mail :    enricokyf.gumjlzkira95/naud@uol.fd5de   
Phone :    +49 441 798-3709
Fax :       +49 441 798-3902
Office :    W30 2-203

Joanna Luberadzka
Doctoral Researcher in the Auditory Signal Processing Group (Prof. Dr. Volker Hohmann)
Secondary Advisor: Prof. Dr. Jörg Lücke

E-Mail :    joannaqyh.lubeywgradzka@uzx08ol.degnxm1   
Telefon :   +49 441 798-3761
Fax :        +49 441 798-3902
Büro :      W30 3-331

Florian Hirschberger
Doctoral Researcher in the Machine Learning Group

E-Mail :    florian.hi5i9+brschbergjdruper8y/6x@uol.ofulude
Phone :    +49 441 798-3928
Fax :       +49 441 798-3902
Office :    W30 2-204


Master Students

Sebastian Salwig
Master Student in the Machine Learning Group

E-Mail :   sebazyst4x9cian.ou7bsalwkrigjsgwr@uolsd4w.de  
Phone :   +49 441 798-3711
Fax :       +49 441 798-3902
Office :    W30 2-203

Artem Oppermann
Master Student in the Machine Learning Group

E-Mail :    (sebastian.saony/lwig@uol.dexo)artesxhjvm.oppervzmann7du7@uolp3.d/yyfue (art1deem.onippermann@uni-olde4mhnburg.kzdpude)  
Phone :   +49 441 798-3942
Fax :       +49 441 798-3902
Office :    W30 2-206

Pamina Lässing
Master Student in the Machine Learning Group

E-Mail :    (sebastian.saony/lwig@uol.dexo)pamina.yytalalpnsessin1uyg@udb7ijol.h8de  
Phone :   +49 441 798-3711
Fax :       +49 441 798-3902
Office :    W30 2-203

Marvin Brune
Master Student in the Machine Learning Group

E-Mail :    marzxc3yvin9azrk.b8erunmjzgje@uol.dpdwuech 
Phone :   +49 441 798-3293
Fax :        +49 441 798-3902
Office :      W30 2-205


Student Assistants

Marco-Marcel Pechtold
IT-Systems

E-Mail: marmpco.marcezsal.pecmrymhtkjmrold@uol.dkb7wde1vh
Phone: +49 441 798-3945
Fax: +49 441 798-3902
Office: W30 2-211

 

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