Simons Institute for the Theory of Computing
453 old videos with fewer than 5,000 views from this channel.
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59:55
Linear-Algebraic Pseudorandomness: Subspace Designs and Dimension Expanders
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36:00
A Non-generative Framework and Convex Relaxations for Unsupervised Learning
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42:54
Representations of Relationships in Images and Text
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18:30
Spotlight Talk: Semi-Random Units for Learning Neural Networks with Guarantees
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40:42
Supersizing Self-Supervision: Learning Perception and Action without Human Supervision
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1:04:15
Evaluating Neural Network Representations Against Human Cognition
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22:47
Spotlight Talk: Convolutional Dictionary Learning through Tensor Factorization
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40:09
Tractable Learning in Structured Probability Spaces
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41:54
Re-Thinking Representational Learning in Robotics and Music
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42:44
Representation Learning of Grounded Language and Knowledge: with and without End-to-End Learning
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41:32
Provably Learning of Noisy-or Networks
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39:44
Learning Paraphrastic Representations of Natural Language Sentences
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43:17
Formation and Association of Symbolic Memories in the Brain
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29:05
Trading Information Complexity for Error
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1:01:43
Vinogradov's Three Primes Theorem with Primes from Special Sets
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1:06:48
Hidden Irregularity Versus Hidden Structure: The Emergence of the Johnson Graphs
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57:05
Unavoidable Patterns in Words
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56:04
Machine Learning Today and Tomorrow: A Panel Discussion
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44:41
Representational and Optimization Properties of Deep Residual Networks
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48:31
Sampling Polytopes: From Euclid to Riemann
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45:18
Efficient Distributed Deep Learning Using MXNet
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43:14
Learning from Untrusted Data
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1:04:16
LP/SDP Hierarchies and Sum of Squares Proofs 2
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1:01:20
Robustness, Stochastics, Uncertainty 2