33 citations · 109 across the 39 of their papers we have counts for
4 papers · 1 filter
Locally Weighted Learning for Naive Bayes Classifier
Kim-Hung Li, Cheuk Ting Li
As a consequence of the strong and usually violated conditional independence assumption (CIA) of naive Bayes (NB) classifier, the performance of NB becomes less and less favorable…
Maximal Correlation Secrecy
Cheuk Ting Li, Abbas El Gamal
This paper shows that the Hirschfeld-Gebelein-Rényi maximal correlation between the message and the ciphertext provides good secrecy guarantees for cryptosystems that use short key…
Channel Diversity needed for Vector Space Interference Alignment
Cheuk Ting Li, Ayfer Özgür
We consider vector space interference alignment strategies over the -user interference channel and derive an upper bound on the achievable degrees of freedom as a function of th…
Exact Common Information
Gowtham Ramani Kumar, Cheuk Ting Li, Abbas El Gamal
This paper introduces the notion of exact common information, which is the minimum description length of the common randomness needed for the exact distributed generation of two co…