Videos

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Understanding Deep Neural Networks: From Generalization to Interpretability Thumbnail

Understanding Deep Neural Networks: From Generalization to Interpretability

Presenter
  • Gitta Kutyniok
March 5, 2020
IAS
Theoretically Principled Trade-off between Robustness and Accuracy Thumbnail

Theoretically Principled Trade-off between Robustness and Accuracy

Presenter
  • Hongyang Zhang
May 21, 2019
IPAM
Modeling with Rules Thumbnail

Modeling with Rules

Presenter
  • Cynthia Rudin
March 29, 2012
IMA
Interpretable machine learning for analysis and prediction of weather and climate extremes Thumbnail

Interpretable machine learning for analysis and prediction of weather and climate extremes

Presenter
  • Alex Cannon
March 3, 2025
IMSI

Sheaves for Wildfire Tracking and Semantic Type Checking

Presenter
  • Robert Green
May 21, 2026
ICERM

Topological Deep Learning: A New Hope for AI4Science

Presenter
  • Tolga Birdal
May 21, 2026
ICERM

Computing persistent homology revisited, revisited

Presenter
  • Krzysztof Kapulkin
May 21, 2026
ICERM

PLACE: Persistence Landmarks for Assured Classification Embedding

Presenter
  • Sushovan Majhi
May 20, 2026
ICERM

Curvature Estimation for Point Clouds, Graphs, and Finite Metric Spaces

Presenter
  • Abigail Hickok
May 20, 2026
ICERM

Topology-Driven Learning for Biomedical Images – Uncertainty, Synthesis, and Prediction

Presenter
  • Chao Chen
May 20, 2026
ICERM

Geometric/Combinatorial Viewpoint Helps Designing Algorithms in TDA

Presenter
  • Tamal Dey
May 20, 2026
ICERM

Computing approximate decompositions of multiparameter modules

Presenter
  • Håvard Bakke Bjerkevik
May 19, 2026
ICERM