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LOANS HELD FOR INVESTMENT, NET - Collateral Dependent Loans (Details) - USD ($)
$ in Thousands
Sep. 30, 2023
Jun. 30, 2023
Dec. 31, 2022
Sep. 30, 2022
Jun. 30, 2022
Dec. 31, 2021
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans $ 10,850,611   $ 10,566,831      
Allowance for credit losses 72,563   83,507      
Real Estate Collateral Dependent | Total real estate loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 4,428   8,997      
Allowance for credit losses 305   1,297      
Business loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 2,271,768   2,211,857      
Allowance for credit losses 36,680 $ 39,700 47,029 $ 44,492 $ 45,128 $ 62,366
Business loans | Real Estate Collateral Dependent            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 3,771   5,849      
One-to-four family residential and cooperative/condominium apartment            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 892,869   773,321      
Allowance for credit losses 7,206 6,419 5,969 5,058 4,514 5,932
Multifamily residential and residential mixed-use            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 4,102,024   4,026,826      
Allowance for credit losses 7,567 8,190 8,360 8,054 7,003 7,816
Non-owner-occupied commercial real estate            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 3,374,281   3,317,485      
Allowance for credit losses 18,430 18,440 20,153 20,507 18,707 2,131
Non-owner-occupied commercial real estate | Total real estate loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 3,374,281   3,317,485      
Non-owner-occupied commercial real estate | Real Estate Collateral Dependent            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans     2,491      
Allowance for credit losses     1,297      
Acquisition, development, and construction ("ADC")            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 203,402   229,663      
Allowance for credit losses 2,338 2,558   3,619 3,788  
Acquisition, development, and construction ("ADC") | Total real estate loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Allowance for credit losses 2,338   1,723 3,619   4,857
Acquisition, development, and construction ("ADC") | Real Estate Collateral Dependent            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 657   657      
Allowance for credit losses 305          
Other Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Total Loans 6,267   7,679      
Allowance for credit losses $ 342 $ 339 $ 273 $ 205 $ 286 $ 751