sparsity in data analysis and computationabelsymposium.no/2012/slides/daubechies.pdf · ingrid...
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Sparsity in Data Analysis and Computation
Ingrid Daubechies
Abel Symposium, Oslo, August 2012
Sparsity in Data Analysis and Computation
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Sparsity
Sparsity in Data Analysis and Computation
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Sparsity
Sparsity
emerging role over last ∼ 4 decades
Sparsity in Data Analysis and Computation
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Sparsity
Sparsity
emerging role over last ∼ 4 decades
powerful tool
Sparsity in Data Analysis and Computation
![Page 5: Sparsity in Data Analysis and Computationabelsymposium.no/2012/slides/daubechies.pdf · Ingrid Daubechies Abel Symposium, Oslo, August 2012 Sparsity in Data Analysis and Computation](https://reader035.vdocument.in/reader035/viewer/2022071220/605b3c0a1eb56179d67314f4/html5/thumbnails/5.jpg)
Sparsity
Sparsity
emerging role over last ∼ 4 decades
powerful tool
for data analysis
Sparsity in Data Analysis and Computation
![Page 6: Sparsity in Data Analysis and Computationabelsymposium.no/2012/slides/daubechies.pdf · Ingrid Daubechies Abel Symposium, Oslo, August 2012 Sparsity in Data Analysis and Computation](https://reader035.vdocument.in/reader035/viewer/2022071220/605b3c0a1eb56179d67314f4/html5/thumbnails/6.jpg)
Sparsity
Sparsity
emerging role over last ∼ 4 decades
powerful tool
for data analysis
for computation
Sparsity in Data Analysis and Computation
![Page 7: Sparsity in Data Analysis and Computationabelsymposium.no/2012/slides/daubechies.pdf · Ingrid Daubechies Abel Symposium, Oslo, August 2012 Sparsity in Data Analysis and Computation](https://reader035.vdocument.in/reader035/viewer/2022071220/605b3c0a1eb56179d67314f4/html5/thumbnails/7.jpg)
Sparsity
Sparsity
emerging role over last ∼ 4 decades
powerful tool
for data analysis
for computation
better understanding will have enormous impact
Sparsity in Data Analysis and Computation
![Page 8: Sparsity in Data Analysis and Computationabelsymposium.no/2012/slides/daubechies.pdf · Ingrid Daubechies Abel Symposium, Oslo, August 2012 Sparsity in Data Analysis and Computation](https://reader035.vdocument.in/reader035/viewer/2022071220/605b3c0a1eb56179d67314f4/html5/thumbnails/8.jpg)
Data analysis
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
What is an image?
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data Analysis
Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Compression
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Compression Ratio: 3.3%
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Compression Ratio: 10%
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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Data analysis: Images
Sparsity in Data Analysis and Computation
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