ERC TORI Project
@ErcTori
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@ERC_Research @CNRS @Sorbonne_Univ_ @LIP6_lab #TopologyToolKit https://t.co/o2IiRjDwBi #TopologicalDataAnalysis #Visualization
Paris, France
Joined May 2021
The website of the @ERC_Research project TORI is up: https://t.co/vJeohlZhG2 Checkout the `Jobs` page! Over the next 5 years, we'll hire 2 engineers, 2 post-docs, 3 Ph.D. students and interns! #TopologicalDataAnalysis #Visualization #TopologyToolKit
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๐ฉโ๐Eve Le Guillou successfully defended her Ph.D. on "Distributed Topological Data Analysis"๐ฅณ Persistent homology for datasets with billions of points ๐ฑ Committee: @dcoeurjo, Tom Peterka, Isabelle Bloch, Bruno Raffin, @IuricichF, Christhophe Calvin ๐ฌ https://t.co/rJ9l7LtV5i
#TDA
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Check out our latest entry in the #TopologyToolKit Online Example Database! ๐งโ๐Today, learn how to change the genus of a surface with persistence-optimization, in just 58 lines of #Python ๐ https://t.co/af05fDHQ0f
#DataScience #TDA
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Check out our latest entry in the #TopologyToolKit Online Example Database! ๐งโ๐Today, learn how to simplify the cosmic web via persistence-optimization, in just 44 lines of #Python ๐ https://t.co/iO9wTY9C6r
#DataScience #TDA
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Check out our latest entry in the #TopologyToolKit Online Example Database! ๐งโ๐Today, learn how to compute the one-dimensional separatrices of the Morse-Smale complex in distributed mode with #MPI, in just 126 lines of #Python ๐ https://t.co/UHN9ixnqzL
#DataScience #TDA
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Check out our latest entry in the #TopologyToolKit Online Example Database! ๐งโ๐Today, learn how to visualize the auto-encoded latent space of collections of massive datasets, based on their persistence diagrams, in 48 lines of #Python ๐ https://t.co/Udj12Zpy1s
#DataScience #TDA
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Check out our latest entry in the #TopologyToolKit Online Example Database! ๐งโ๐Today, learn how to visualize the auto-encoded latent space of collections of massive datasets, based on their merge trees, in just 59 lines of #Python ๐ https://t.co/VCsIjeAOP2
#DataScience #TDA
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Check out our latest entry in the #TopologyToolKit Online Example Database! ๐งโ๐Today, learn how to compute low dimensional embeddings of collections of massive datasets, based on their persistence diagrams, in just 27 lines of #Python ๐ https://t.co/a96NiOFPib
#DataScience #TDA
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Check out our latest entry in the #TopologyToolKit Online Example Database! ๐งโ๐Today, learn how to compute low dimensional embeddings of collections of massive datasets, based on their merge trees, in just 51 lines of #Python ๐ https://t.co/4YV0A8xyyd
#DataScience #TDA
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๐คSome genus defects in your geometry? Quickly fix spurious handles, thanks to our new persistence-optimization solver. The paper:๐ https://t.co/Jfej3os8B5 ๐ฟThe talk @ieeevis 2024: https://t.co/zd5MNDUZ8D
#topologicaldataanalysis #datascience #visualization #geometryprocessing
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๐ค Changing the genus of a surface is now easy with our new persistence-optimization solver. The paper:๐ https://t.co/Jfej3osGqD ๐ฟThe talk @ieeevis 2024: https://t.co/zd5MNDVwYb
#topologicaldataanalysis #datascience #visualization #geometryprocessing
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๐คThe topological simplification of the cosmic web via persistence-optimization is now practical on real-life astrophysics datasets! The paper:๐ https://t.co/Jfej3os8B5 ๐ฟThe talk @ieeevis 2024: https://t.co/zd5MNDUZ8D
#topologicaldataanalysis #datascience #visualization
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๐คThe cancellation of spurious loops in vascular networks via persistence-optimization is now practical on real-life datasets! The paper:๐ https://t.co/Jfej3os8B5 ๐ฟThe talk @ieeevis 2024: https://t.co/zd5MNDUZ8D
#topologicaldataanalysis #datascience #visualization
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๐คOur persistence-optimization solver for data simplification leverages a warm start for fast persistence updates! (purple vertices, center views) The paper:๐ https://t.co/Jfej3os8B5 ๐ฟThe talk @ieeevis 2024: https://t.co/zd5MNDUZ8D
#topologicaldataanalysis #datascience
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Check out our novel persistence-optimization solver for data simplification, achieving practical running times for real-life datasets! The paper: ๐ https://t.co/Jfej3os8B5 ๐ฟ The talk @ieeevis 2024: https://t.co/H3BmGZXycf
#topologicaldataanalysis #datascience #visualization
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๐ฑ#TopologicalDataAnalysis on a dataset of 120 billion vertices??? Now getting there with our work on #MPI distributed computations within the #TopologyToolKit. The paper: ๐ https://t.co/ghFKesOuzL ๐ฟ The talk @ieeevis 2024: https://t.co/cECLiR4cQB
#datascience #visualization
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๐คOur persistence-optimization solver for data simplification leverages a warm start for fast persistence updates! (purple vertices, center views) The paper:๐ https://t.co/Jfej3os8B5 ๐ฟThe talk @ieeevis 2024: https://t.co/dL7nKgDlND
#topologicaldataanalysis #datascience
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๐ฟ Don't miss our next hybrid @ErcTori seminar by @GuilhemLavaux from The Paris Astrophysics Institute (IAP), on Bayesian inference of the early universeโs initial conditions. More details ๐ https://t.co/H8So2DgU1D
#datascience #visualization
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๐ฟ Check out our talk on principal geodesic analysis in the #Wasserstein space of persistence diagrams @ieeevis 2023! A little rewind of 2023 while getting ready for @ieeevis 2024! https://t.co/Q918qpvLva
#visualization #datascience #topologicaldataanalysis #tda #topologytoolkit
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๐ขAnnouncement: we're happy to announce the release 1.3 of the #TopologyToolKit! ๐ Downloads: https://t.co/kTnsjwXW9V Examples: https://t.co/vi6sv82gBf Checkout the ChangeLog ๐ https://t.co/PVhv9FzOqj
#TopologicalDataAnalysis #datascience #visualization #machinelearning #python
github.com
Wasserstein Auto-Encoders of Merge Trees / Pers. Diagrams (IEEE TVCG 2024) Topological simplification optimization (IEEE VIS 2024) TopoMap dimensionality reduction (IEEE TVCG 2020) TTK is Getting M...
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๐ฟ Check out our talk on fast #PersistentHomology computation @ieeevis 2023! A little rewind of 2023 while getting ready for @ieeevis 2024! https://t.co/wv3xAyyiNT
#visualization #datascience #topologicaldataanalysis #tda #topologytoolkit #ttk
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