23 citations · 73 across the 19 of their papers we have counts for
Showing 2020Show all
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stat.OT2020★ 9 cited
The P-T Probability Framework for Semantic Communication, Falsification, Confirmation, and Bayesian Reasoning
Chenguang Lu
Many researchers want to unify probability and logic by defining logical probability or probabilistic logic reasonably. This paper tries to unify statistics and logic so that we ca…
stat.ML2020
Fair Marriage Principle and Initialization Map for the EM Algorithm
Chenguang Lu
The popular convergence theory of the EM algorithm explains that the observed incomplete data log-likelihood L and the complete data log-likelihood Q are positively correlated, and…
cs.AI2020★ 13 cited
Channels' Confirmation and Predictions' Confirmation: from the Medical Test to the Raven Paradox
Chenguang Lu
After long arguments between positivism and falsificationism, the verification of universal hypotheses was replaced with the confirmation of uncertain major premises. Unfortunately…