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ChatGPT, Marshall McLuhan & the end of the world
Why is ChatGPT so unsettling? Are we as humans in danger of being marginalized by AI? We definitely need Marshall McLuhan's help. Read More...
2023-04-03, Luca Marx
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Having seen how DMRG works we apply it to some classification tasks. Read More...
2022-05-23, Luca Marx
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The density matrix renormalization group algorithm is the workhorse for simulating one dimensional quantum systems on a lattice. The interesting thing is that it can be used also for machine learning tasks. Read More...
2022-05-16, Luca Marx
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Automata & Matrix Product States
Looking closely at weighted automata we see that they resemble models used in quantum many body physics. Read More...
2022-05-12, Luca Marx
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If we encode real numbers as strings then we can use spectral learning to model real functions as weighted automata. Read More...
2022-03-31, Luca Marx
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How can we build a weighted automaton that does what we want it to do? Does there exist a high level language to program automata? What if we could just learn them? Read More...
2022-03-23, Luca Marx
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Automata can be generalized by adding weights to transitions. This way they can compute more complicated functions than just predicates. Read More...
2022-03-16, Luca Marx
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Regular Expressions & Brzozowski Algorithm
Regular expressions are an algebraic notation to describe regular languages. They can be converted into minimal deterministic finite automata with the elegant Brzozowski algorithm. Read More...
2022-02-11, Luca Marx
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Why are automata so interesting? Automata are so simple that they fit in many places and situations. Read More...
2022-02-07, Luca Marx