Playlist: 19 videos

Foundations of Machine Learning Boot Camp

Organizers: Sanjoy Dasgupta (UC San Diego), Sanjeev Arora (Princeton University), Nina Balcan (Carnegie Mellon University), Peter Bartlett (UC Berkeley), Sham Kakade (University of Washington), Santosh Vempala (Georgia Institute of Technology).

The...

1:2:5

Nonparametric Bayesian Methods: Models, Algorithms, and Applications III

Michael Jordan, UC Berkeley
https://simons.berkeley.edu/talks/tamara-broderick-michael-jordan-01-25-2017-3
Foundations of Machine Learning Boot Camp
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1:3:33

Nonparametric Bayesian Methods: Models, Algorithms, and Applications IV

Tamara Broderick, MIT
https://simons.berkeley.edu/talks/tamara-broderick-michael-jordan-01-25-2017-4
Foundations of Machine Learning Boot Camp
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1:1:53

Tutorial on Deep Learning I

Ruslan Salakhutdinov, Carnegie Mellon University
https://simons.berkeley.edu/talks/ruslan-salakhutdinov-01-26-2017-1
Foundations of Machine Learning Boot Camp
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0:55:52

Tutorial on Deep Learning II

Ruslan Salakhutdinov, Carnegie Mellon University
https://simons.berkeley.edu/talks/ruslan-salakhutdinov-01-26-2017-2
Foundations of Machine Learning Boot Camp
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0:56:42

Tutorial on Deep Learning III

Ruslan Salakhutdinov, Carnegie Mellon University
https://simons.berkeley.edu/talks/ruslan-salakhutdinov-01-26-2017-3
Foundations of Machine Learning Boot Camp
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1:0:19

Tutorial on Deep Learning IV

Ruslan Salakhutdinov, Carnegie Mellon University
https://simons.berkeley.edu/talks/ruslan-salakhutdinov-01-26-2017-4
Foundations of Machine Learning Boot Camp
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0:55:49

Tensor Decompositions for Learning Latent Variable Models I

Daniel Hsu, Columbia University
https://simons.berkeley.edu/talks/daniel-hsu-01-27-2017-1
Foundations of Machine Learning Boot Camp
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0:53:12

Tensor Decompositions for Learning Latent Variable Models II

Daniel Hsu, Columbia University
https://simons.berkeley.edu/talks/daniel-hsu-01-27-2017-2
Foundations of Machine Learning Boot Camp
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1:31:1

Natural Language Understanding: Foundations and State-of-the-Art

Percy Liang, Stanford University
https://simons.berkeley.edu/talks/percy-liang-01-27-2017-1
Foundations of Machine Learning Boot Camp
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