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Thu Dec 10 03:00 PM (PST)
Gather.Town (for poster sessions)
In Topological Data Analysis and Beyond
Thu Dec 10 03:01 PM (PST)
Rocket.Chat (for asking questions to panellists)
In Topological Data Analysis and Beyond
Thu Dec 10 03:02 PM (PST)
Slack (for asking questions to panellists)
In Topological Data Analysis and Beyond
Thu Dec 10 11:00 PM -- 11:15 PM (PST)
Opening Remarks
In Topological Data Analysis and Beyond
Frederic Chazal · Smita Krishnaswamy · Roland Kwitt · Karthikeyan Natesan Ramamurthy · Bastian Rieck · Yuhei Umeda · Guy Wolf
Thu Dec 10 11:15 PM -- 11:45 PM (PST)
Keynote: Kathryn Hess: Topological Insights in Neuroscience
In Topological Data Analysis and Beyond
Kathryn Hess
Thu Dec 10 11:45 PM -- 12:00 AM (PST)
Invited Talk: Vidit Nanda: Singularity Detection in Data
In Topological Data Analysis and Beyond
Vidit Nanda
Fri Dec 11 12:00 AM -- 12:15 AM (PST)
Invited Talk: Yuzuru Yamakage: Industrial Application of TDA-ML technology: Achievement so far and expectations of future
In Topological Data Analysis and Beyond
Yuzuru Yamakage
Fri Dec 11 12:15 AM -- 12:30 AM (PST)
Invited Talk: Katharine Turner
In Topological Data Analysis and Beyond
Katharine Turner
Fri Dec 11 12:30 AM -- 12:45 AM (PST)
Invited Talk: Manohar Kaul: Solving Partial Assignment Problems using Random Simplicial Complexes
In Topological Data Analysis and Beyond
Manohar Kaul
Fri Dec 11 12:45 AM -- 01:00 AM (PST)
Invited Talk: Yasuaki Hiraoka: Characterizing Rare Events in Persistent Homology
In Topological Data Analysis and Beyond
Yasuaki Hiraoka
Fri Dec 11 01:00 AM -- 01:15 AM (PST)
Invited Talk: Serguei Barannikov: Topological Obstructions to Neural Networks’ Learning
In Topological Data Analysis and Beyond
Serguei Barannikov
Fri Dec 11 01:15 AM -- 01:30 AM (PST)
Invited Talk: Ulrich Bauer: The Representation Theory of Filtered Hierarchical Clustering
In Topological Data Analysis and Beyond
Ulrich Bauer
Fri Dec 11 01:30 AM -- 01:33 AM (PST)
Spotlight: Topo Sampler: A Topology Constrained Noise Sampling for GANs
In Topological Data Analysis and Beyond
Adrish Dey · Sayantan Das
Fri Dec 11 01:33 AM -- 01:36 AM (PST)
Spotlight: Weighting Vectors for Machine Learning: Numerical Harmonic Analysis Applied to Boundary Detection
In Topological Data Analysis and Beyond
Eric Bunch · Jeffery Kline · Daniel Dickinson · Glenn Fung
Fri Dec 11 01:36 AM -- 01:39 AM (PST)
Spotlight: Hypothesis Classes with a Unique Persistence Diagram are Nonuniformly Learnable
In Topological Data Analysis and Beyond
Nicholas Bishop · Long Tran-Thanh · Thomas Davies
Fri Dec 11 01:39 AM -- 01:42 AM (PST)
Spotlight: Quantifying Barley Morphology Using the Euler Characteristic Transform
In Topological Data Analysis and Beyond
Erik Amézquita · Elizabeth Munch · Michelle Quigley · Tim Ophelders · Jacob Landis · Daniel Chitwood · Daniel Koenig
Fri Dec 11 01:42 AM -- 01:45 AM (PST)
Spotlight: giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration
In Topological Data Analysis and Beyond
Guillaume Tauzin · Umberto Lupo · Kathryn Hess · Lewis Tunstall · Julian Pérez · Matteo Caorsi · Wojciech Reise · ‪Anibal Medina-Mardones · Alberto Dassatti
Fri Dec 11 01:45 AM -- 02:15 AM (PST)
Poster Session I & Break
In Topological Data Analysis and Beyond
Fri Dec 11 02:15 AM -- 03:00 AM (PST)
Discussion I
In Topological Data Analysis and Beyond
Fri Dec 11 03:00 AM -- 03:30 AM (PST)
Keynote: Gunnar Carlsson
In Topological Data Analysis and Beyond
Gunnar Carlsson
Fri Dec 11 03:30 AM -- 04:30 AM (PST)
Lunch Break
In Topological Data Analysis and Beyond
Fri Dec 11 04:00 AM -- 04:30 AM (PST)
Invited Talk: Lida Kanari: A Topological Insight on Neuronal Morphologies
In Topological Data Analysis and Beyond
Lida Kanari
Fri Dec 11 04:30 AM -- 04:45 AM (PST)
Invited Talk: Peter Bubenik
In Topological Data Analysis and Beyond
Peter Bubenik
Fri Dec 11 04:45 AM -- 05:00 AM (PST)
Invited Talk: Andrew J. Blumberg
In Topological Data Analysis and Beyond
Andrew Blumberg
Fri Dec 11 05:00 AM (PST)
Demo: Teaspoon Package
In Topological Data Analysis and Beyond
Fri Dec 11 05:00 AM -- 05:15 AM (PST)
Invited Talk: Bei Wang: Topology and Neuron Activations in Deep Learning
In Topological Data Analysis and Beyond
Bei Wang
Fri Dec 11 05:15 AM -- 05:30 AM (PST)
Invited Talk: Lorin Crawford: A Machine Learning Pipeline for Feature Selection and Association Mapping with 3D Shapes
In Topological Data Analysis and Beyond
Lorin Crawford
Fri Dec 11 05:30 AM -- 05:45 AM (PST)
Invited Talk: Chao Chen
In Topological Data Analysis and Beyond
Chao Chen
Fri Dec 11 05:45 AM -- 06:00 AM (PST)
Invited Talk: Mathieu Carrière: Probabilistic and Statistical Aspects of Reeb spaces and Mappers
In Topological Data Analysis and Beyond
Mathieu Carrière
Fri Dec 11 05:45 AM -- 06:00 AM (PST)
Invited Talk: Brittany Terese Fasy: Searching in the Space of Persistence Diagrams
In Topological Data Analysis and Beyond
Brittany Terese Fasy
Fri Dec 11 06:15 AM -- 06:30 AM (PST)
Invited Talk: Don Sheehy
In Topological Data Analysis and Beyond
Donald Sheehy
Fri Dec 11 06:30 AM -- 06:33 AM (PST)
Spotlight: k-simplex2vec: A Simplicial Extension of node2vec
In Topological Data Analysis and Beyond
Celia Hacker
Fri Dec 11 06:33 AM -- 06:36 AM (PST)
Spotlight: Sheaf Neural Networks
In Topological Data Analysis and Beyond
Jakob Hansen · Thomas Gebhart
Fri Dec 11 06:36 AM -- 06:39 AM (PST)
Spotlight: Characterizing the Latent Space of Molecular Generative Models with Persistent Homology Metrics
In Topological Data Analysis and Beyond
Yair Schiff · Payel Das · Vijil Chenthamarakshan · Karthikeyan Natesan Ramamurthy
Fri Dec 11 06:39 AM -- 06:42 AM (PST)
Spotlight: Permutation Invariant Networks to Learn Wasserstein Metrics
In Topological Data Analysis and Beyond
Arijit Sehanobish · Neal G Ravindra · David van Dijk
Fri Dec 11 06:42 AM -- 06:45 AM (PST)
Spotlight: Multidimensional Persistence Module Classification via Lattice-Theoretic Convolutions
In Topological Data Analysis and Beyond
Hans Riess
Fri Dec 11 06:45 AM -- 07:15 AM (PST)
Poster Session II & Break
In Topological Data Analysis and Beyond
Fri Dec 11 07:15 AM -- 08:00 AM (PST)
Discussion II
In Topological Data Analysis and Beyond
Fri Dec 11 08:00 AM -- 08:15 AM (PST)
Invited Talk: Laxmi Parida: TDA on Covid 19 OMICS data
In Topological Data Analysis and Beyond
LAXMI PARIDA
Fri Dec 11 08:15 AM -- 08:30 AM (PST)
Invited Talk: Jose Perea: TALLEM – Topological Assembly of LocalLy Euclidean Models
In Topological Data Analysis and Beyond
Jose Perea
Fri Dec 11 08:30 AM -- 08:45 AM (PST)
Invited Talk: Yusu Wang: Discrete Morse-based Graph Reconstruction and Data Analysis
In Topological Data Analysis and Beyond
Yusu Wang
Fri Dec 11 08:45 AM -- 09:00 AM (PST)
Invited Talk: Robert Ghrist: The Tarski Laplacian
In Topological Data Analysis and Beyond
Robert Ghrist
Fri Dec 11 09:00 AM -- 09:15 AM (PST)
Invited Talk: Elizabeth Munch: Persistent Homology of Complex Networks for Dynamic State Detection in Time Series
In Topological Data Analysis and Beyond
Elizabeth Munch
Fri Dec 11 09:15 AM -- 09:30 AM (PST)
Invited Talk: Leland McInnes: UMAP + MAPPER = UMAPPER
In Topological Data Analysis and Beyond
Leland McInnes
Fri Dec 11 09:30 AM -- 09:45 AM (PST)
Invited Talk: Facundo Mémoli: Spatiotemporal Persistent Homology for Dynamic Metric Spaces
In Topological Data Analysis and Beyond
Facundo Mémoli
Fri Dec 11 09:45 AM -- 10:15 AM (PST)
Poster Session III & Break
In Topological Data Analysis and Beyond
Fri Dec 11 10:15 AM -- 11:15 AM (PST)
Discussion III
In Topological Data Analysis and Beyond
Fri Dec 11 11:15 AM -- 11:30 AM (PST)
Closing Remarks
In Topological Data Analysis and Beyond
Frederic Chazal · Smita Krishnaswamy · Roland Kwitt · Karthikeyan Natesan Ramamurthy · Bastian Rieck · Yuhei Umeda · Guy Wolf