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Summer Seminar Series
Foundations, Frontiers and Applications of Data Science

ORGANIZERS

  • Chun-Yen Shen, Mathematics, NTU
  • Mao-Pei Tsui, Mathematics, NTU
  • Hau-Tieng Wu, Mathematics, NYU/AS
  • Shih-Hsien Yu, Mathematics, AS

SEMINARS

  1. 6/30 Monday, 11am-12pm. Astromath 202
    Title: An Outlier-Robust PCA Method with Applications to Computer Vision
    Gilad Lerman, Mathematics, Minnesota University
     
  2. 7/1 Tuesday, 11am-12pm. Astromath 202
    Title: Wasserstein and Convex Gaussian Approximations for Non-stationary Time Series of Diverging Dimensionality
    Zhou Zhou, Statistics, University of Toronto
     
  3. 7/2 Wednesday, 11am-12pm. Astromath 202
    Title: High-order Synchrosqueezing operators, their singularities, and its relation with Hankel matrices
    Marcelo Colominas, BME, CONICET
     
  4. 7/3 Thursday, 11am-12pm. Astromath 639
    Title: Decoding the human body through biosignals
    Danilo Pani, Biomedical Engineering, University of Cagliari
     
  5. 7/7 Monday, 11am-12pm. Astromath 639
    Title: The Gap between Interpretable Neural Transformations and Disentanglement of Multimodal Time-Series Data
    Ching-Lung Hsu, IBMS, Academia Sinica; Yu-Chen Huang, School of Medicine, National Taiwan University
     
  6. 7/8 Tuesday, 11am-12pm. Astromath 639
    Title: Manifold learning and the Nash embedding theorems
    Govind Menon, Applied Mathematics, Brown University
     
  7. 7/9 Wednesday, 1pm-2pm. EE2, EE Building No.2.
    Title: Revisiting Array Signal Processing Through the lens of  Riemannian Geometry
    Ronen Talmon, EE, Technion
     
  8. 7/10 Thursday, 11am-12pm. Astromath 639
    Title: Nonlinear Dimensionality Reduction - Myths, Dogmas and Problems
    Stefan Steinerberger, Mathematics, University of Washington
     
  9. 7/11 Friday, 11am-12pm. Astromath 639
    Title: Mitigation of DC Transients and Stimulus Artifacts for Adaptive Deep Brain Stimulation Evaluated by Temporal Localization Analysis
    Tzi-Chi Liu, Neurology, CGMH-Linkou
     
  10. 7/14 Monday, 11am-12pm. Astromath 639
    Title: Model-based denoising: Examples from speech and hearing science
    Yi-Wen Liu, EE, NTHU
     
  11. 7/15 Tuesday, 11am-12pm. Astromath 202
    Title: Revealing Latent Hierarchical Structures in High-Dimensional Data Using Hyperbolic Representations
    Ronen Talmon, EE, Technion

More will come...