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867 results

Tübingen Machine Learning
Numerics of ML 1 -- Introduction -- Philipp Hennig

The first lecture of the Master class on Numerics of Machine Learning at the University of Tübingen in the Winter Term of 2022/23.

1:12:16
Numerics of ML 1 -- Introduction -- Philipp Hennig

15,008 views

3 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 10: Beyond ODEs

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations. In this final ...

3:24
Probabilistic Numerics for ODEs 10: Beyond ODEs

780 views

4 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 1: Why should you care?

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations. In the first ...

2:35
Probabilistic Numerics for ODEs 1: Why should you care?

2,253 views

4 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 2: How do classic solvers work?

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations.

2:44
Probabilistic Numerics for ODEs 2: How do classic solvers work?

1,321 views

4 years ago

Joachim Gaukel
Numerics - Chapter 1.1 - Numerics versus Computer-Algebra

Let's talk about the difference of computer algebra and numerics and let's do that with some examples this is a system of linear ...

14:26
Numerics - Chapter 1.1 - Numerics versus Computer-Algebra

697 views

3 years ago

Tübingen Machine Learning
Numerics of ML 11 --Optimization for Deep Learning -- Frank Schneider

The eleventh lecture of the Master class on Numerics of Machine Learning at the University of Tübingen in the Winter Term of ...

1:17:27
Numerics of ML 11 --Optimization for Deep Learning -- Frank Schneider

1,912 views

3 years ago

Tübingen Machine Learning
Numerics of ML 14 -- Conclusion -- Philipp Hennig

The fourteenth and final lecture of the Master class on Numerics of Machine Learning at the University of Tübingen in the Winter ...

1:07:17
Numerics of ML 14 -- Conclusion -- Philipp Hennig

1,165 views

3 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 5: Try it out yourself!

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations. In this fifth ...

2:23
Probabilistic Numerics for ODEs 5: Try it out yourself!

556 views

4 years ago

Tübingen Machine Learning
Numerics of ML 8 -- Partial Differential Equations -- Marvin Pförtner

The eigth lecture of the Master class on Numerics of Machine Learning at the University of Tübingen in the Winter Term of 2022/23 ...

1:22:17
Numerics of ML 8 -- Partial Differential Equations -- Marvin Pförtner

1,470 views

3 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 9: A practical showcase

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations.

2:43
Probabilistic Numerics for ODEs 9: A practical showcase

542 views

4 years ago

Tübingen Machine Learning
Numerics of ML 10 -- Bayesian Quadrature -- Philipp Hennig

The tenth lecture of the Master class on Numerics of Machine Learning at the University of Tübingen in the Winter Term of 2022/23 ...

1:36:59
Numerics of ML 10 -- Bayesian Quadrature -- Philipp Hennig

1,693 views

3 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 3: Just Kalman filtering?

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations. In this third ...

3:01
Probabilistic Numerics for ODEs 3: Just Kalman filtering?

1,127 views

4 years ago

Jaisohn Kim, PhD
Numerical Methods: Roundoff and Truncation Errors (1/2)

Virginia Tech ME 2004: Numerical Methods: Roundoff and Truncation Errors (1/2) This two-part sequence explains the difference ...

16:58
Numerical Methods: Roundoff and Truncation Errors (1/2)

70,918 views

4 years ago

Tübingen Machine Learning
Numerics of ML 4 -- Computation-Aware Gaussian Processes -- Jonathan Wenger

The fourth lecture of the Master class on Numerics of Machine Learning at the University of Tübingen in the Winter Term of ...

1:12:40
Numerics of ML 4 -- Computation-Aware Gaussian Processes -- Jonathan Wenger

1,565 views

3 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 8: ODE filters can efficiently solve Inverse Problems

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations.

2:13
Probabilistic Numerics for ODEs 8: ODE filters can efficiently solve Inverse Problems

1,386 views

4 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 7: Sampling-based solvers

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations.

2:42
Probabilistic Numerics for ODEs 7: Sampling-based solvers

1,478 views

4 years ago

Tübingen Machine Learning
Probabilistic Numerics for ODEs 4: More than just Kalman filtering!

This video is part of a ten-part spotlight series on Probabilistic Numerical Methods for (ordinary) differential equations. In this fourth ...

2:30
Probabilistic Numerics for ODEs 4: More than just Kalman filtering!

636 views

4 years ago

ICTP Condensed Matter and Statistical Physics
Numerical Quantum Transport: Introduction to Numerics for Quantum Transport

Speaker: Michael WIMMER (Delft University of Technology, The Netherlands) School in Computational Condensed Matter ...

1:33:10
Numerical Quantum Transport: Introduction to Numerics for Quantum Transport

2,041 views

8 years ago

Joachim Gaukel
Numerics - Chapter 4.6.3 - Romberg-Method, how does it work

And then we see IR these numbers I two are these numbers. I three are these numbers and now you see they are not really equal ...

21:39
Numerics - Chapter 4.6.3 - Romberg-Method, how does it work

155 views

3 years ago

Tübingen Machine Learning
Numerics of ML 3 -- Scaling Gaussian Processes -- Jonathan Wenger

The third lecture of the Master class on Numerics of Machine Learning at the University of Tübingen in the Winter Term of 2022/23.

1:25:13
Numerics of ML 3 -- Scaling Gaussian Processes -- Jonathan Wenger

3,173 views

3 years ago