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Academic Discipline

Mathematics

Linear algebra, real and complex analysis, topology, differential geometry, probability, combinatorics, and number theory.

18courses·132standalone talks·428total lectures

Subfields

All Mathematics428 Calculus & Analysis164 Linear Algebra107 Topology & Geometry59 Category Theory, Topos Theory & Set Foundations56 Probability & Information Theory39 Combinatorics & Graph Theory34 Control & Dynamical Systems31 Convex Optimization21 Formal Methods & Type Theory20 Number Theory & Abstract Algebra18 Statistical Learning & Causality7 Algorithmic Information & Coding Theory5 Cryptography4 Computational Complexity3

Probability & Information Theory— Probability distributions, limit theorems, stochastic processes, Markov chains, martingales, and Shannon entropy.

5 topics

All Probability & Information Theory Probability & Limit Theorems23 Information Theory & Coding10 Stochastic Processes & Markov Chains3 Conditional Probability4 Huffman Coding2

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Dual Averaging Method for Regularized Stochastic Learning and Online Optimization

Dual Averaging Method for Regularized Stochastic Learning and Online Optimization

Mathematics·Conference Talk·Systems Security · Lin Xiao · Google Research & TechTalks

Google Research & TechTalks

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24:39

More categories

Systems & CS (432)Physics & Cosmology (404)AI & Machine Learning (213)History & Humanities (376)Philosophy & Ethics (264)Biology & Neuroscience (281)Economics & Finance (336)Algorithms & Theory (339)Engineering & Robotics (209)

Systems Security · Probability & Information Theory

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