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Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains.
Ashok Vardhan Makkuva
Marco Bondaschi
Adway Girish
Alliot Nagle
Martin Jaggi
Hyeji Kim
Michael Gastpar
Published in:
CoRR (2024)
Keyphrases
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markov chain
steady state
markov model
markov processes
random walk
finite state
markov process
sample path
state space
stochastic process
transition probabilities
dynamic programming
confidence intervals
monte carlo method
probabilistic model
model checking