1:08:37Jakob Foerster Faculty Talk Agency in the Era of Learning SystemsJakob Foerster6.3K views·6 years ago
51:09Lecture 2 Entropy and Data Compression (I) Introduction to Compression, Inf.Theory and EntropyJakob Foerster104.8K views·12 years ago
46:54Lecture 7 Noisy Channel Coding (II) The Capacity of a Noisy ChannelJakob Foerster30.3K views·12 years ago
46:35Lecture 14 Approximating Probability Distributions (IV) Variational MethodsJakob Foerster20.5K views·12 years ago
56:58Lecture 4 Entropy and Data Compression (III) Shannon's Source Coding Theorem, Symbol CodesJakob Foerster47.9K views·12 years ago
56:56Lecture 11 Approximating Probability Distributions (I) Clustering As An Example Inference ProblemJakob Foerster17.4K views·12 years ago
1:36:33Lecture 16 Data Modelling With Neural Networks (II) Content-Addressable Memories And StateJakob Foerster12.1K views·12 years ago
1:08:59Lecture 8 Noisy Channel Coding (III) The Noisy-Channel Coding TheoremJakob Foerster27.5K views·12 years ago
51:01Lecture 3 Entropy and Data Compression (II) Shannon's Source Coding Theorem, The Bent Coin LotteryJakob Foerster64.3K views·12 years ago
1:23:48Lecture 12 Approximating Probability Distributions (II) Monte Carlo Methods (I)Jakob Foerster25.0K views·12 years ago
1:15:53Lecture 10 An Introduction To Bayesian Inference (II) Inference Of Parameters And ModelsJakob Foerster23.0K views·12 years ago
1:02:48Lecture 5 Entropy and Data Compression (IV) Shannon's Source Coding Theorem, Symbol CodesJakob Foerster39.4K views·12 years ago
1:27:16Lecture 15 Data Modelling With Neural Networks (I) Feedforward Networks The Capacity Of A NeuronJakob Foerster17.1K views·12 years ago
1:47:57Lecture 13 Approximating Probability Distributions (III) Monte Carlo Methods (II) Slice SamplingJakob Foerster16.5K views·12 years ago
48:36Lecture 9 A Noisy Channel Coding Gem, And An Introduction To Bayesian Inference (I)Jakob Foerster18.7K views·12 years ago
54:42Lecture 6 Noisy Channel Coding (I) Inference and Information Measures for Noisy ChannelsJakob Foerster33.0K views·12 years ago