FAEDKV compresses the KV cache by keeping the most important Fourier-frequency components of cached keys and values, reporting gains over eviction baselines on LongBench and position-flat retrieval on needle-in-a-haystack tests.
Semidirect Product Decompositions for Periodic Regular Languages
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
The definition of period in finite-state Markov chains can be extended to regular languages by considering the transitions of DFAs accepting them. For example, the language $(\Sigma\Sigma)^*$ has period two because the length of a recursion (cycle) in its DFA must be even. This paper shows that the period of a regular language appears as a cyclic group within its syntactic monoid. Specifically, we show that a regular language has period $P$ if and only if its syntactic monoid is isomorphic to a submonoid of a semidirect product between a specific finite monoid and the cyclic group of order $P$. Moreover, we explore the relation between the structure of Markov chains and our result, and apply this relation to the theory of probabilities of languages. We also discuss the Krohn-Rhodes decomposition of finite semigroups, which is strongly linked to our methods.
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FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression
FAEDKV compresses the KV cache by keeping the most important Fourier-frequency components of cached keys and values, reporting gains over eviction baselines on LongBench and position-flat retrieval on needle-in-a-haystack tests.