The Los Angeles Homeless Authority has faced scrutiny over the accuracy of its homeless count for several years.

Officials with the Los Angeles Housing Services Authority (LAHSA) and thousands of volunteers started the initiative, the largest point-in-time homeless count in the U.S. covering more than 4,000 squa...