[DeepBayes2018]: Day 4, lecture 1. Generative models
Lecturers: Dmitry Ulyanov, Egor Zakharov
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4 years ago
01:41:54
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[DeepBayes2018]: Day 3, Invited talk 1. Advanced methods of variational inference
6 years ago
00:28:11
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[DeepBayes2018]: Day 1, practical session 2. Bayesian reasoning
6 years ago
01:31:59
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[DeepBayes2018]: Day 1, lecture 3. Models with latent variables and EM-algorithm
6 years ago
00:43:32
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[DeepBayes2018]: Day 1, practical session 4. EM-algorithm (part 1)
6 years ago
00:07:32
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[DeepBayes2018]: Day 1, practical session 5. EM-algorithm (part 2)
6 years ago
01:32:20
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[DeepBayes2018]: Day 2, lecture 1. Introduction to stochastic optimization
6 years ago
01:02:03
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[DeepBayes2018]: Day 2, lecture 2. Scalable Bayesian methods
6 years ago
01:31:32
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[DeepBayes2018]: Day 2, lecture 3. Variational autoencoders
6 years ago
01:15:51
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[DeepBayes2018]: Day 2, lecture 4. Discrete latent variables
6 years ago
00:21:51
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[DeepBayes2018]: Day 2, practical session 5. Variational autoencoders
6 years ago
01:05:49
9
[DeepBayes2018]: Day 3, IT 2. Reinforcement learning through the lense of variational inference
6 years ago
00:59:27
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[DeepBayes2018]: Day 3, Practical session 3. Reinforcement learning
6 years ago
01:02:19
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[DeepBayes2018]: Day 3, lecture 4. Distributional reinforcement learning
6 years ago
00:27:38
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[DeepBayes2018]: Day 3, Practical session 5. Distributional reinforcement learning
6 years ago
01:13:14
5
[DeepBayes2018]: Day 4, lecture 1. Generative models
6 years ago
00:12:44
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[DeepBayes2018]: Day 4, Practical session 2. Adversarial learning
6 years ago
01:25:08
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[DeepBayes2018]: Day 4, Invited talk 3. Extending the Reparameterization Trick
6 years ago
00:31:35
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[DeepBayes2018]: Day 4, Sponsor talk 4. Yaroslav LabutinRymsho. Samsung Research
6 years ago
01:28:01
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[DeepBayes2018]: Day 5, Lecture 1. Gaussian processes
6 years ago
01:22:19
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[DeepBayes2018]: Day 5, Practical session 2. Bayesian optimization
6 years ago
01:35:43
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[DeepBayes2018]: Day 5, Invited talk 3. Deep Gaussian processes
6 years ago
00:56:20
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[DeepBayes2018]: Day 5, lecture 4. Markov chain Monte Carlo
6 years ago
01:08:29
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[DeepBayes2018]: Day 5, Lecture 5. Stochastic Markov chain Monte Carlo
6 years ago
01:21:06
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[DeepBayes2018]: Day 6, Lecture 1. Bayesian neural networks and variational dropout
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