Conference programme

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Download Book of abstracts.

Invited speakers:

• Gernot Akemann, Bielefeld University (Germany)
  Title: Determinantal structure of eigenvector correlations in the complex Ginibre ensemble
  :. PDF  :. VIDEO 
• Giusi Alfano, Technical University of Berlin (Germany)
  Title: Random Vandermonde Matrices in the performance analysis of millimeter-wave multiantenna systems
  :. PDF 
• Marwa Banna, Saarland University (Germany)
  Title: Operator-Valued Matrices with Exchangeable Entries: Applications to Random Block Matrices
  :. PDF  :. VIDEO 
• Florent Benaych-Georges, Capital Fund Management (France)
  Title: Cross-covariance matrices estimation<
  :. PDF  :. VIDEO 
• Lucas Benigni, LPSM Université Paris-Diderot (France)
  Title: Eigenvalues of nonlinear matrix models
  :. PDF  :. VIDEO 
• Zdzisław Burda, AGH University of Science and Technology (Poland)
  Title: Universality of random matrix dynamics
  :. PDF  :. VIDEO 
• Giuseppe Caire, Technical University of Berlin (Germany)
  Title: Channel Covariance Estimation and Uplink-Downlink Transformation for FDD Massive MIMO
  :. VIDEO 
• Marco Chiani, University of Bologna (Italy)
  Title: On the Distribution of an Arbitrary Subset of the Eigenvalues for Finite Dimensional Random Matrices
  :. PDF  :. VIDEO 
• Yan Fyodorov, King's College London (United Kingdom)
  Title: On reconstructing nonlinearly encrypted signals corrupted by noise
  :. PDF  :. VIDEO 
• Debarghya Ghoshdastidar, Tubingen University (Germany)
  Title: Hypothesis testing for graphs: Fundamental limits and practical methods
  :. PDF  :. VIDEO 
• Reimer Kühn, King's College London (United Kingdom)
  Title: A Random Walk Perspective of Search and Network Exploration
  :. PDF  :. VIDEO 
• Zhenyu Liao, Supélec (France)
  Title: Recent Advances in Random Matrix Theory for Modern Machine Learning
  :. PDF  :. VIDEO 
• Manfred Opper, Technical University Berlin (Germany)
  Title: Random matrix theory and the dynamics of Expectation Propagation
  :. PDF  :. VIDEO 
• Tim P. Rogers, University of Bath (United Kingdom)
  Title: Sparse and Non-Hermitian Random Matrix Theory
  :. VIDEO 
• Levent Sagun, IPhT Saclay (France) and EPFL (Switzerland)
  Title: The role of over-parametrisation in neural networks
  :. PDF  :. VIDEO 
• Andrew Saxe, University of Oxford, (United Kingdom)
  Title: High-dimensional dynamics of generalization error in neural networks
  :. VIDEO 

Other participants:

• Zbigniew Drogosz, Jagiellonian University (Poland)
  Title: Comparison of eigeninference based on one- and two-point Green’s functions
  :. PDF  :. VIDEO 
• Jeremi Ochab, Jagiellonian University (Poland)
  Title: Equal-time and lagged correlations in human EEG
  :. PDF  :. VIDEO 
• Piotr Sierant, Jagiellonian University (Poland)
  Title: Fidelity susceptibility in Gaussian Random Ensembles
  :. PDF  :. VIDEO 
• Wojciech Tarnowski, Jagiellonian University (Poland)
  Title: Non-orthogonal eigenvectors in models of continuous time recurrent neural networks
  :. PDF  :. VIDEO 
• Piotr Warchoł, Jagiellonian University (Poland)
  Title: Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function
  :. PDF  :. VIDEO 
• Magdalena Wiercioch, Jagiellonian University (Poland)
  Title: Detection and characterization of active compounds based on Random Matrix Theory
  :. PDF  :. VIDEO 
• Wooseok Yang, KAIST (South Korea)
  Title: Local law and Tracy{Widom limit for sparse stochastic block models
  :. PDF  :. VIDEO