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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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0111 · Jul 202019922001200920172026
1 result for “DAEM”
Fair Marriage Principle and Initialization Map for the EM Algorithmstat.ML

Paper refutes EM convergence theory and introduces a new EM algorithm.

problem The convergence theory of the EM algorithm is incorrect and affects its performance.
method Proposes a new EM algorithm called the Channel Matching (CM) EM algorithm and provides an initialization map.
result The locally maximal Q can affect the convergent speed but not the global convergence.
EM algorithmconvergence theoryDAEMChannel Matching (CM) EMfair marriage principle
2020-07-25abs ↗pdf ↗