Edit:
I looked it up. You're right in that Latinos hold the second highest percentage of homelessness at 33%, but when you consider population size, it sort of becomes irrelevant. Latinos make up 47% of the total population in LA. Blacks make up only 9% however they're a full 50% of the homeless population. This means that per capita, Latinos are 5 times less likely to be homeless than blacks.
What brought us here, and how do we fix this?
Apparently, San Francisco does stand out in the high incidence of hardcore homelessness. Supposedly SF and NY have the same number of "hardcore homeless", even though SF has about 1/10 the population (though any time you get into these ratios, you have to remember that SF is a small geographic region and population within much larger bay area - if you drew a 48 square mile border around an urban core in NY or LA, the numbers probably wouldn't look so dramatically different - my guess is that SF would still look bad, but not by anywhere near this order of magnitude).