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Previous semesters

Summer Term 2021


Due to the special Corona situation, this seminar will be a ZOOM-Seminar. Information on how to join the meeting will be sent individually to every participant.

 
21.05.2021  (CANCELED)

Prof. Thorsten Schmidt
Uncertainty under small data
 

28.05.2021

Prof. Harald Binder, 13:00-14:30
Deep dynamic modeling with a small number of time points


11.06.2021

Prof. Rolf Backofen, 13:00-14:30
Machine-Learning in the Context of CRISPR Research


18.06.2021

Dr. Maximilian Russe, 13:00-14:30

“AI in Radiology – Small Data – Small Problems?”



25.06.2021

Prof. Carsten Dormann, 13:00-14:30
Process-guided neural networks: a case on domain adaptation

 
09.07.2021

Prof. Tonio Ball, 13:00-14:30
Deep Learning for Brain Signals
 
 
16.07.2021

Prof. Hannah Bast, 13:00-14:30
Query Construction and Question Anwering on Knowledge Bases
 
 
23.07.2021

Dr. Daniela Zöller, 13:00-14:30
Federated analysis using different cohorts - are we comparing apples and oranges?
 
 
 
 

Winter Term 2020/2021

 
Due to the special Corona situation, this seminar will be a ZOOM-Seminar. Information on how to join the meeting will be sent individually to every participant.
 
11.12.2020

Miriam Schmidts, 15:00-16:30
Thousand and one genes: Next Generation Sequencing for neurodevelopmental disorders


26.1.2021

Lisa Amrhein, 14:00-15:30
Modelling mRNA counts of single-cells and small pools of cells


29.1.2021 (POSTPONED to next semester)

Tonio Ball
Deep Learning for Brain Signals


5.2.2021

Nadine Binder, 15:00-16:30
Multi-state models for inferring patient pathways from clinical routine data


12.2.2021

Prof. Dr. Roxana Halbleib, 12:00-13:30
Use the Market’s Heartbeat to Predict Extreme Financial Risks

Josif Grabocka, 15:00-16:30
Deep Learning for Tabular Datasets
 
 
 
 

Summer Term 2020

 
Due to the special Corona situation, this seminar will be a ZOOM-Seminar. Passwords for participating will be sent individually to every participant.


22.05.2020

Abhinav Valada (University of Freiburg; Techn. Fakulty, Robot Learning Lab)

Title: Self-Suervised Deep Learning

(12:00 - 13:00)

 

26.06.2020

Clemens Kreutz (University of Freiburg; IMBI)
& Bettina Warscheid
(University of Freiburg; Biologie II)

Title: Quantitative Proteomics meets Mathematical Modelling

(12:00 - 13:00)

 

03.07.2020

Michael Bock (Medical University of Freiburg; Radiology, Medical Physics)

Title: Tumor Segmention in MR Images: What can Convolutional Neural Networks Achieve

(12:00 - 13:00)

 

10.07.2020

Peter Pfaffelhuber (University of Freiburg; Mathematical Stochastics)

Title: Mixed Membership Models in the Analysis of Biogeographical Ancestry

(12:00 - 13:00)

 

17.07.2020

Eva Lütkebohmert-Holtz (University of Freiburg; Quantitative Finance)

Title: Robust Price Bounds for Financial Derivatives

(12:00 - 13:00)

 

24.07.2020

Johannes Hertel (National University of Ireland AND University Greifswald, Klinik und Poliklinik für Psychiatrie und Psychotherapie)

Title: Metabolic diversity, equivalence, and individuality: Methodological and clinical insights from reconstructing the fecal metabolome via constraint-based modelling in colorectal cancer

(12:00 - 13:00)

 

Winter Term 2019/2020

 
 

31.01.2020

Raquel Gaspar (ISEG, Technical University of Lisbon, Portugal)

Title: Design risk of Constant Proportion Portfolio Insurance

(12:00 - 13:00)

 

06.12.2019

Hanna Sophia Wutte (ETH Zürich)

Title: How implicit regularization of Neural Networks affects the learned function

(12:00 - 13:15)

 

08.11.2019

Dr. Merle Behr (UC Berkeley)

Title: Learning compositional structures

(12:00 - 13:15)

 

Summer Term 2019

 

03.05.2019

Matthias Steinrücken (University of Chicago)

Title: Inferring Demographic Histories using Coalescent Hidden Markov Models

(12:00 - 14:00)

 

Winter Term 2018/2019

 

08.02.2019

Elisabeth Pröhl - Assistant Professor in Economics (University of Amsterdam, Netherlands)

Title: Existence and Uniqueness of Recursive Equilibria with Aggregate and Idiosyncratic Risk

(12:00 - 13:00)


09.11.2018

Lukas Steinberger

Title: Statistical estimation under differential privacy constraints

(12:00 - 13:00)

 

 

Summer Term 2018

 

29.06.2018

Dr. Hua Tang

Title: Learning Genetic Architecture of Complex Traits Across Populations

(12:00 - 13:00)

 

08.06.2018

JProf. Matthias Trabs

Title: Volatility estimation for stochastic PDEs using high-frequency observations

(12:00 - 13:00)

 

2018.04.27

Francois Bachoc

Title: Consistency of stepwise uncertainty reduction strategies for Gaussian processes

(12:00 - 13:00)

 

Winter Term 2017/2018

 

07.03.2018

Franziska Grundner-Culemann

Title: Inference of biogeographical ancestry from SNP data -- an evaluation of selection methods and classifiers on a variety of SNP data sets

(14:30 - 15:30)


26.01.2018

Prof. Dr. Johanna F. Ziegel

Title: Higher Order Elicitability

(12:00 - 13:00)

 

19.01.2018

Dr. Jana Naue

Title: Chronological Age Determination for Forensic Applications using
Random Forest Regression and DNA Methylation Analysis

(12:00 - 13:00)

 

1.12.2017

Dr. Christiane Fuchs

Title: Understanding Biological Processes using Stochastic Modelling

(12:00 - 13:00)

 

28.11.2017

Prof. David Siegmund (Sondervortrag)

Title: Detection and Estimation of Local Signals

(12:00 - 13:00)


24.11.2017

Dr. Michael Hoffmann

Title: On detecting changes in the jumps of arbitrary size of a time-continuous stochastic process

(12:00 - 13:00)

 

3.11.2017

Feier des 30-jährigen FDM-Seminars (13:30 - 17:30)

Prof. Dr. Leonhard Held

       (14:00 - 15:00)

Prof. Dr. Rainer Dahlhaus

       (15:30 - 16:30)

Prof. Dr. Josef Teichmann

       (16:30 - 17:30)

 

30.10.2017

Prof. Dr. Sebastian Ferrando

Title: Trajectorial Models based on Operational Assumptions

Die Folien zum Seminar finden Sie hier.

(14:15 - 15:15)

 

 

 

Summer Term 2017

 

28.07.2017

Johanes Hertel

Title: Linking differential equation modeling to population statistics in metabolomics - insights from general population data for statistical analyses and study design of metabolome wide association analyses

(12:00 - 13:00)

 

14.07.2017

Prof. Ph.D. Juan-Pablo Ortega

Title: Time-delay reservoir computers: nonlinear stability of functional differential systems and optimal nonlinear information processing capacity. Applications to stochastic nonlinear time series forecasting.

(13:00 - 14:00)


Dr. Amke Caliebe

Title: Forensic DNA Phenotyping

(12:00 - 13:00)


30.06.2017

Prof. Dr. Peter Kohl

Title: Computational Models as Drivers of Cardiac Research

(12:00 - 13:00)

  

02.06.2017

Prof. Dr. Thomas Brox

Title: Deep Learning

(12:00 - 13:00)


12.05.2017

Prof. Holger Dette

Title: Statistical methodology for comparing curves

(12:00 - 13:00)

 

28.04.2017

Dr. Johannes Lederer

Title: A General Framework for Uncovering Dependence Networks

(12:00 - 13:00)

 

Dr. Blanka Horvath

Titel: Short-time near-the-money skew in rough fractional stochastic volatility models

(11:00 - 12:00)

 

Winter Term 2016/2017

 

10.02.2017

Prof. Dr. Christoph Becker

Title: Value, Size, Momentum and the Average Correlation of Stock Returns

(12:00 - 13:00)

 

02.02.2017

Prof. Moritz Diehl

Title: Nonlinear Optimization Methods for Model Predictive Control of
Mechatronic Systems

(10:00 - 11:00)

 

 

20.01.2017

Dr. Kolyan Ray

Title: Asymptotic equivalence between density estimation and Gaussian white
noise revisited

(12:00 - 13:00)

 

13.01.2017

Prof. Cristina Butucea

Title: Quantum statistical models and inference

(12:00 - 13:00)

 

23.12.2016

Prof. Peter Pfaffelhuber und Peter Czuppon

Title: Noise in autoregulated gene expression

(12:00 - 13:00)

 

16.12.2016

Stefan Feuerriegel

Title: Statistical learning and patient trajectories in healthcare analytics

(12:00 - 13:00)

 

9.12.2016

Prof. Alexander Meister

Title: Starke Gauß'sche Approximation des Rasch-Mischungsmodells mit
Anwendungen

(12:00 - 13:00)

 

02.12.2016

JProf. Philipp Harms

Title: Shape Analysis: Infinite-Dimensional Geometry, Statistics on
Manifolds, and Applications

(12:00 - 13:00)

 

11.11.2016

Prof. Dr. Fabian Theis

Title: Reconstructing branching lineages in single cell genomics

(12:00 - 13:00)

 

11.11.2016

Prof. Dr. Fabian Theis

Title: Reconstructing branching lineages in single cell genomics

(12:00 - 13:00)

 

21.10.2016

Ronald Geskus

Title: Competing risks: estimation based on the subdistribution hazard

(9:30 - 10:30)

 

Summer Term 2016 

 

22.4.2016

Prof. Martin Wolkewitz

Title: Statistical phenomena in hospital epidemiology:challenges for statisticians and clinicians

(12:00-13:00)

 

06.05.2016

Sebastian Bossert

Competing selective sweeps

(12:00-13:00)


3.6.2016

Prof. Dr. Ludger Overbeck

Title: Capital allocation for dynamic risk measures

(12:00-13:00)

 

10.6.2016

Dr. Clemens Kreutz

Title: New concepts for Reliable Assessment of Statistical Methods

(12:00 - 13:00) 

 

10.6.2016

Prof. Dr. Tanja Stadler

Title: A short trip through the tree of life: from Ebola over Diphtheria and Tuberculosis to Penguins

(12:00 - 13:00) 

 

 

Summer Term 2015

 

19.06.2015

Prof. Dr. Stefan Herber

Title: Measures of Systemic Risk

(11h30, Eckerstr. 1, room 404)

 

 

Winter Term 2014/2015


05.12.2014

Dr. Pavel Gapeev

Title: Risk sensitive utility indifference pricing of perpetual American options under fixed transaction costs

(11h30, Eckerstr. 1, room 404)

 

23.01.2015

Prof. Dr. Jörg Rahnenführer

Title: Statistical analysis of modern sequencing data - quality control, modelling and interpretation

(11h30, Eckerstr. 1, room 404)

Folien des Vortrags

 

06.02.2015

Johannes Textor

Title: Causal Discovery From Bivariate Relationships

(11h30, Eckerstr. 1, room 404)

 

13.02.2015

Dipl. Phys. Bernhard Steiert

Title: Parameter selection for nonlinear modeling using L1 regularization

(11h30, Eckerstr. 1, room 404)

 

Summer Term 2014

 

04.07.2014

Prof. Steven Vanduffel

Value-at-Risk aggregation under uncertainty

(11h30, Eckerstr. 1, room 404)


16.05.2014

Dr. Valeria Bignozzi

How superadditive can a risk measure be?

(11h30, Eckerstr. 1, room 404)

 

23.05.2014

Martin Gütlein, David Vorgrimmler

Developing Prediction Models and Visualization Tools for Predictive Toxicology

(11h30, Eckerstr. 1, room 404)

 

Winter Term 2013/2014

 

15.11.2013

Minisymposium

Develpoments in Medical Statistics 1963-2013.

 (13h, Otto-Krayer-Haus, Albertstr. 25, 79104 Freiburg)


06.12.2013

Prof. Dr. Jeanette Woerner

Zeitstetige Moving-Average Prozesse und Anwendungen auf die Strompreismodellierung

(11h30, Eckerstr. 1, room 404)


13.12.2013


Prof. Micha Mandel

Cross-sectional Sampling, Bias and Dependence.

(11h30, Eckerstr. 1, room 404)

 

10.01.2014

Dr. Clemens Kreutz

Uncertainty analyses in the systems biology using the profile likelihood

(11h30, Eckerstr. 1, room 404)

 

24.01.2014

J. Prof. David Gross

Quantum Physics and Big Data

(11h30, Eckerstr. 1, room 404)

 

07.02.2014

Dr. Werner Ehm

Geometrisch-optische Illusionen und Riemannsche Geometrie

(11h30, Eckerstr. 1, room 404)

 

 

Summer Term 2013

 

 

26.04.2013

Prof. Thomas Bruss

Gesellschaftsform und Überlebenswahrscheinlichkeit: Ein Verzweigungsprozessmodell.

(11h30, Eckerstr. 1, room 404)

 

17.05.2013

Prof. Frank Riedel

Knightian Uncertainty in Economics and Finance

(11h30, Eckerstr. 1, room 404)


14.06.2013

Frederik Graw

Mathematical Immunology - Using mathematical models to understand infection and immune dynamics

(11h30, Eckerstr. 1, room 404)

 

 

further intended dates will be added soon!

 

Summer Term 2012

 

25.05.2012

Martin Schumacher

Bradford Hill Memorial Lecture 2012

Hospital-acquired infections - appropriate statistical treatment is urgently needed!

(11 c.t. Eckerstr. 1, room 404)

 

 

11.07.2012 (special date: Wednesday; special place: IMBI)

Robert Tibshirani and Mini-Symposium

 (11 c.t. - 16.30, Stefan-Meier-Str. 26, Hörsaal IMBI)

 

 

27.07.2012

Carsten Dormann

Explorative Data Analysis for Prediction? Ecological Statistics between Anything Goes and the Statistical Cutting Edge

(11 c.t. Eckerstr. 1, room 404)

 

 

further intended dates will be added soon!

 

 Winter Term 2011 / 2012

 

28.10.2011     

Kristin Ohneberg

The Cumulative Proportional Odds Model for Competing Risks

(11h30, IMBI, Stefan-Meier-Str. 26)

 

11.11.2011     

Dr. Markus Pauly

Über die Qualität von Permutationstests für unbalancierte, heterogene Zweistichprobenprobleme

(11 c.t. Eckerstr. 1, room 404)

 

09.12.2011     

Ronald Geskus, PhD

Censoring and truncation: inverse probability weighted estimators of survival

(11 c.t. Eckerstr. 1, room 404)

 

18.01.2012     

Jacobo de Uña-Álvarez

Nonparametric and semiparametric estimation of a distribution function under random double truncation

(11 c.t., IMBI, Stefan-Meier-Str. 26)

 

17.02.2012     

Prof. Isaac Sonin

Optimal Stopping of Markov Chains, Gittins Index and Related Optimization Problems

(11 c.t. Eckerstr. 1, room 404)

 

 

 

Summer Term 2011

 

06.05.2011     

Dr. Oldrich Vasicek

The economics of interest rates

  

13.05.2011     

Nicole Augustin, PhD

Modelling Obesity as a function of weekly physical activity profiles measured by Actigraph accelerometers

 

10.08.2011     

Prof. Dr. Svetlozar Rachev

Risk management, Modeling Volatile Markets and Forecasting Market Crashes

 


 

Winter Term 2010 / 2011

 

17.12.2010     

Prof. Claudia Czado

Konstruktion von multivariaten Kopulas und deren Anwendungen

 

04.02.2011     

Dr. Lars Kaderali

Integrated Survival Analysis based on global Genomic and Gene Expression Profiles

 


 

Summer Term 2010

 

07.05.2010

Torben Martinussen, PhD

Estimation of direct effect for survival data using the Aalen additive hazards model

 

07.05.2010  

Prof. David O. Siegmund

Detecting the Emergence of a Signal in a Noisy Image

 

21.05.2010   

Dr. Wolfgang Huber

From genomes to phenotypes - statistical applications in transcriptomics, high-throughput RNAi and microscopy image based phenotyping.

 

07.06.2010    

Istvan Z. Kiss, PhD

Electrochemical oscillations and chaos on macro- and microscales:
phase diffusion, synchronization, and pacemaker design

 

11.06.2010    

Mag. Dr. Alexandra Graf

Model Selection based on FDR-Thresholding
Optimizing the area under the Receiver
Operating Characteristic Curve

 

18.06.2010    

Dr. Giovanni Puccetti

Risk aggregation: New techniques and new problems

  


 

Winter Term 2009 / 2010

 

11.12.2009

Dr. Michael Öllinger

Methodological problems in studying higher cognitive functions with EEG

 

22.01.2010

Prof. Dr. Eva Lütkebohmert-Holtz

Improved Modeling of Double Default Effects in Basel II - An Endogeneous Asset Drop Model without Additional Correlation

 

29.01.2010

Prof. Dr. Roland Fried

Robust partial correlation graphs

 

05.02.2010

Prof. Gerard J. van den Berg

Critical Periods During Childhood and Adolescence: A Study of Adult Height Among Immigrant Siblings

 


 

Summer Term 2009

 

15.05.2009

Bernd Fitzenberger

Déjà Vu? Short-Term Training in Germany 1980-1992 and 2000-2003

 

10.07.2009

Mikhail Urusov

On the martingale property of certain local martingales

 

24.07.2009

Henry Abarbanel

Dynamical State and Parameter Estimation

 

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