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Overview

This page lists the majority of talks I have given over the last several years at various occasions. Note that this list is not complete. Some of my talks have been recorded on videolectures.net.


Talks 2010

DateOccasion/LocationTitleDownload
Jul 22Europython / BirminghamThe Shogun Machine Learning Toolboxslides
Jun 25ICML MLOSS Workshop / HaifaThe Shogun Machine Learning Toolboxslides
Jun 23ICML / Haifa IsraelA Computational Framework for Linear SVMsslides
May 07IDA retreatA Computational Framework for Linear SVMsslides
Mar 09Yahoo / BarcelonaGenomic Signal Detection using Support Vector Machinesslides
Feb 09Cshl / Cold Spring HarborGenomic Signal Detection using Support Vector Machinesslides
Feb 08Google / NYGenomic Signal Detection using Support Vector Machinesslides


Talks 2009

DateOccasion / Location TitleDownload
May 19Dagstuhl / Gi-PreisMaschinelles Lernen zur Genom-Sequenzanalyseslides
Apr 24Tuebit / TuebingenLarge Scale Machine Learning for Genomic Sequence Analysisslides
Apr 23IDA RetreatBioinformatics Projectsslides
Feb 17MPI DahlemAccurate and Interpretable Large Scale Genomic Signal Detectionslides


Talks 2008

DateOccasion / LocationTitleDownload
Dec 19TU BerlinPhD Defenseslides
Sep 08Stuttgart LIFT Project MeetingLarge Scale Learning with String Kernelsslides
Jul 21ISMB / TorontoPOIMs: Positional Oligomer Importance Matricesslides
Feb 11Ensemble Workshop / TU BerlinLarge Scale Learning Challengeslides
Jan 28Bled / PASCAL MeetingLarge Scale Learning Challengeslides
Jan 27Bled / PASCAL MeetingMachine Learning Open Source Softwareslides


Talks 2007

DateOccasion / LocationTitleDownload
Dec 12Doktorandenseminar / TU BerlinMultiple Kernel Learningslides
Dec 08NIPS WS Computation Biology / WhistlerPositional Oligomer Importance Matricesslides
Dec 08NIPS WS Big-ML / WhistlerLarge Scale Learning with String Kernelsslides
Dec 08NIPS WS Big-ML / WhistlerLarge Scale Learning - Competitionslides
Nov 08Retreat MPG/FHG / TuebingenPositional Oligomer Importance Matricesslides
Oct 02Retreat / TuebingenPositional Oligomer Importance Matricesslides
Oct 01Retreat / TuebingenLarge Scale Learningslides
Jul 11EURO 2007 / PragueMultiple Kernel Learningslides
Jun 14AG-Raetsch Retreat / TuebingenCurrent Projects Overviewslides


Talks 2006

DateOccasion / LocationTitleDownload
Nov 20Lift Project Meeting StuttgartARTS: Accurate Recognition of Transcription Starts in humanslides
Oct 17?Shogunslides
Aug 08ISMB / BrazilARTS: Accurate Recognition of Transcription Starts in humanslides
Aug 05BOSC at ISMB / BrazilShogunslides
Jun 15useR!2006 / ViennaShogunslides
Jun 07ADDNET Project Meeting / MadridDetecting Transcription Factor Binding Sitesslides
May 03IDA RetreatShogunslides
May 02IDA RetreatPerformance Measuresslides
Apr 27ADDNET Project Meeting / HelsinkiCurrent Bioinformatic Projectsslides


Talks 2005

DateOccasion / LocationTitleDownload
Dec 07NIPS Spotlight / Whistler CanadaA General and Efficient Multiple Kernel Learning Algorithmslides
Nov 03ADDNET Project Meeting / HelsinkiDetecting Transcription Factor Binding Sitesslides
Aug 03ICML / BonnLarge Scale Genomic Sequence SVM Classifiersslides
May 24MPI Retreat / HeiligkreuztalLearning interpretable SVMs for biological sequence classificationslides
May 17RecombLearning interpretable SVMs for biological sequence classificationslides
AprADDNET Project Meeting / HelsinkiPromotor Detection in ADDNETslides
MarLarge Scale Optimization Workshop / ThurnauLearning interpretable SVMs for biological sequence classification slides


Talks 2004

DateOccasion / LocationTitleDownload
JulIDA Internal LectureHidden Markov Modelsslides
JulHU Berlin / Guest LectureMachine Learning: Support Vector Machines Kernels for (Splice) Site Recognitionslides
AprIDA RetreatTopics I am working onslides


Talks 2002

DateOccasion / LocationTitleDownload
AugICANN / MadridNew Methods for Splice Site Recognitionslides


About Me

Sören Sonnenburg Dr. Sören Sonnenburg
Machine Learning / Bioinformatics Research Scientist
Berlin, Germany

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