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MIDS Seminar

The MIDS Seminar always takes place on Wednesdays at 10.30 am in room Georgianum-101
The following dates are planned:

  • May 07:
    Maria Loukaki (University of Crete) / Apian Room
    Chebotarev's theorem for roots of unity of square free order

    Yuefei Zeng (Nanjing University) / Ignaz Kögler Room
    New developments in data assimilation algorithms using simple models
  • May 14 no seminar
  • May 21 Marcello Grenzi (University Bologna / KU)
    "Satellite data assimilation at convection-scale: from numerical models towards AI-based weather predictions"
  • May 28 no seminar
  • June 04 Mansi Singh
    "The Green's Function and Integral Equations Approach to Solving Wave-Structure Interaction Problems"
  • June 11 Catherine George
    "Uncertainty-aware and physics-informed machine learning for short range atmospheric forecasts"
  • June 18 no seminar
  • June 25
    Simone Spada (National Institute of Oceanography and Applied Geophysics) /Apian Room
    "Data Assimilation in a Nutshell: From Beginners to Experts"

    Romanos Diogenes Malikiosis (Aristotle University of Thessaloniki) / Ignaz Koegler Room
    "Principal minors of Fourier matrices"
  • July 02 Sarah Eberle-Blick
    "Monotonicity Methods for Solving the Inverse Problem of the Time-Harmonic Elastic Wave Equation"
  • July 09 no seminar
  • July 16 no seminar
  • July 23 no seminar

The speakers and the topics of the talks will always be published on this page in a timely manner. Please contact the organizers of the seminar if you have any questions.

Contact Persons
Prof. Dr. Felix Voigtlaender
Holder of the Chair for Reliable Machine Learning
Room: KGB-110 und GEOG-207
Prof. Dr. Götz Pfander
Holder of the Chair Mathematics - Scientific Computing | Speaker of the Mathematical Institute for Machine Learning and Data Science
Room: GEOG-202(Collegium Georgianum in Ingolstadt)
Overview of past talks

Wintersemester 2024/25

  • October 16: Anders Hansen (University of Cambridge) 
    "On the consistent reasoning paradox of intelligence and optimal trust in AI: The power of `I don't know'"
  • October 23: Andrei Caragea
    "Partial results towards extending Chebotarev's theorem on Fourier submatrices"
  • October 30: Raphael Schulz
    "Derivation and investigations of effective dispersion models for electroosmotic flow with rigid and free boundaries in a thin strip"
  • November 13: Thomas Jahn
    "Besov regularity of random wavelet series"
  • November 20: Hannes Matt 
    "Linear regression with overparameterized linear neural networks: Tight upper and lower bounds for implicit $\ell^1$-regularization"
  • November 27: Felix Voigtlaender
    "Sampling numbers of the Fourier side Barron spaces"
  • December 18: Ojesh Koul
    "Balanced asymptotic models for the earth's troposphere"
  • January 08: Hao Liang
    "The nonconforming locking-free virtual element method for the poroelasticity model"
  • January 15: Maximilian Rötzer
    "Combining microbial modeling and soil structure dynamics for an improved"
  • January 22: Tatsiana Bardachova
    "Towards the assimilation of dual-polarization radar data"
  • January 29: Simon Mader
    "A supervised machine learning framework to predict the request fit for dynamic dial-a-ride problems"

    Data Science Studentes Veronika Rybak, Ruslan Tsibirov, Denis Hoti, and Ali Guliyev will present their prize winning work done during the VGI Challenge “How does the VGI-Flexi move Rural Areas”.
  • February: 05: Tizian Wenzel (LMU)
    "Deep and greedy kernel methods: Algorithms, Analysis and Applications"

Sommersemester 2024

  • April 23 - 14 Uhr: Martin Buhmann (Justus-Liebig Universität Giessen)
    "New multiquadric-type interpolation and on a regular domain"
  • April 29 - 16 Uhr Romanos Diogenes Malikiosis* (Aristotle University of Thessaloniki)
    "A linear programming approach to Fuglede's conjecture in ℤp3\mathbb{Z}^3_p"
  • May 08: Anton Kutsenko
    "Wave propagation through complex structures with sources and defects"
  • May 22: Erlangen National High Performance Computing Center
  • June 05: Götz Pfander & Andrei Caragea
    "Exponential bases and Chebotarev-type results on Fourier matrices"
  • June 12: Dominik Stöger
    "Breaking the quadratic rank bottleneck in non-convex matrix sensing: Recovery guarantees with (near-)optimal sample complexity"
  • June 19: André Uschmajew (Universität Augsburg)
    "Gauss–Southwell type descent methods for low-rank matrix optimization"
  • June 26: Marcel Oliver
    "Slow manifolds in rotating fluid flow"
  • July 03: Mihalis Kolountzakis (University of Crete)
    "Common fundamental domains"
  • July 10: Ilya Krishtal (Northern Illinois University)
    "A Spectral Theory Approach to Prony’s Problem"

Wintersemester 2023/24

  • October 18: Palina Salanevich (Utrecht University)
    "Graph Uncertainty Principle and Eigenvector Delocalization"
  • October 25: Raphael Schulz (KU Eichstätt-Ingolstadt) 
    "Fluid flow and reactive transport in evolving and clogging porous media"
  • November 08: Thomas Jahn (KU Eichstätt-Ingolstadt)
    "Constant width, completeness, and reducedness of convex bodies"
  • November 15: kein Seminar
  • November 22: Anton Kutsenko (KU Eichstätt-Ingolstadt)
    "Branching processes in random environments, asymptotic of the limit distribution"
  • November 29: Andreas Horst (Technical University of Denmark)
    "Inverse problems with Besov prior and Markov chain Monte Carlo methods"
  • December 04:
    Sam Buchanan (Toyota Technological Institute of Chicago)
    "Deep Networks and the Multiple Manifold Problem"
  • December 06: Friedrich Philipp (TU Ilmenau)
    "Koopman-based learning of dynamics with guarantees"
  • December 13: Bin Cheng (University of Surrey)
    "Near resonant approximation in Geophysical Fluid Dynamics"
  • December 20: Nadja Ray (KU Eichstätt-Ingolstadt)
    "Effective reactive flow and transport models"
  • Januar 12: Martin Schäfer (TU Chemnitz)
    "A Primer on Gate-Based Quantum Computing"
  • Januar 24: Khadeeja Afzal (KU Eichstätt-Ingolstadt)
    "An investigation of Nearly Geostrophic flows in Bounded domain"
  • Januar 31: Manjot Singh (LMU Munich)
    "Expressivity of Spiking Neural Networks through the Spike Response Model"
  • March 18: Florian Semrau (KU Eichstätt-Ingolstadt)
    "A stochastic, particle based model for testing the impact of correlated representation error on data assimilation"

Sommersemester 2023

  • May 10: Maximilian Rötzer (FAU Erlangen)
    "Explicit, pore scale modeling of the influence of roots on soil aggregation"
  • May 17: Paul Geuchen
    "Optimal approximation using complex-valued neural networks"
  • May 24: David Walnut (George Mason University)
    "Extraction and splitting of Riesz bases of exponentials"
  • May 31: Andrei Caragea
    "More on hierarchical Riesz bases"
  • June 07: Frank Filbir (Helmholtz Center Munich)
    "Marcinkiewicz-Zygmund inequalities, sampling, and approximation of functions"
  • June 14: Svetlana Loza (Alfred Wegener Institut)
    "Combining sea-ice and ocean data assimilation with nudging atmospheric circulation in AWI Coupled Prediction System"
  • June 21: Marc Tiofack 
    "Deterministic and stochastic surrogate model for fast oscillatory motion"
  • June 28: Günther Wirsching
    "Quantum-Inspired Logic"
  • July 03: Yizhe Zhu
    "Effective Algorithms for Differentially Private Synthetic Data Generation"
  • July 05: no seminar
  • July 12: 
    10:15: Dr. Joerg Steinwagner (Verisk Atmospheric and Environmental Research)
    "Applied data assimilation - Wind for renewable energy production prediction"
    11:15: Prof. Akram Aldroubi (Vanderbilt University)
    "Transport Transforms for Machine Learning"
  • July 19: Martin Doss (FAU)
    "The Full Drying Process of a Colloidal Suspension: Mathematical Modeling and Numerical Simulations"

Wintersemester 2022/23

  • October 26: Thomas Jahn
    “On the optimal constants in the two-sided Stechkin inequalities”
  • November 02: Dominik Stöger
    “Algorithmic Regularization in Overparameterized Asymmetric Matrix Sensing beyond the lazy training regime”
  • November 08: Tijana Janjic
    “Data assimilation and conservation laws”
  • November 16: Anton Kutsenko
    "How random permutations create waves"
  • December 7: Hannes Matt
    "Banach gradient flows for various families of knot energies​​​​"
  • December 14: Yvonne Ruckstuhl
    "A test of an alternative approach for uncertainty representation in data assimilation"
  • December 21: Götz Pfander
    "Barron class functions and avoiding the curse of dimensionality in NN classification”
  • January 11: Karlheinz Gröchenig (University of Vienna)
    “Variable bandwidth and sampling theorems”
  • January 25: Wolfgang Utschick (TU München)
    “Bayesian Inference and Generative Models for Parameter Estimation in Wireless Communication System”
  • February 1: Simon Zech
    "Mechanistic, Integrative Multiscale Modelling of the Turnover of Soil Microaggregates"
  • February 8: Janin Jäger
    "Classes of non-radial kernels for interpolation on spheres and other compact Riemannian manifolds
  • March 10: Hans Feichtinger (University of Vienna) 
    “Fourier Standard Spaces”