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FAIR VALUE OF FINANCIAL INSTRUMENTS - Financial Instruments Not Measured at Fair Value (Details) - USD ($)
$ in Thousands
Mar. 31, 2025
Dec. 31, 2024
Financial Assets    
Securities held-to-maturity $ 558,786 $ 552,277
Loans held for sale 2,527 22,625
Reported value measurement    
Financial Assets    
Cash and due from banks 1,030,702 1,283,571
Securities held-to-maturity 631,334 637,339
Loans held for sale 2,527 22,625
Loans held for investment, net 10,776,322 10,775,608
Accrued interest receivable 56,044 55,970
Financial Liabilities    
Savings, money market and checking accounts 10,494,856 10,617,060
CDs 1,121,068 1,069,081
FHLBNY Advances 508,000 608,000
Subordinated debt, net 272,370 272,325
Other short-term borrowings   50,000
Accrued interest payable 9,302 8,586
Estimate of Fair Value Measurement    
Financial Assets    
Cash and due from banks 1,030,702 1,283,571
Securities held-to-maturity 558,786 552,277
Loans held for sale 2,527 22,625
Loans held for investment, net 10,419,587 10,354,366
Accrued interest receivable 56,044 55,970
Financial Liabilities    
Savings, money market and checking accounts 10,494,856 10,617,060
CDs 1,118,156 1,066,630
FHLBNY Advances 510,485 608,908
Subordinated debt, net 256,150 257,464
Other short-term borrowings   50,000
Accrued interest payable 9,302 8,586
Level 1 | Estimate of Fair Value Measurement    
Financial Assets    
Cash and due from banks 1,030,702 1,283,571
Financial Liabilities    
Savings, money market and checking accounts 10,494,856 10,617,060
Other short-term borrowings   50,000
Level 2 | Estimate of Fair Value Measurement    
Financial Assets    
Securities held-to-maturity 558,786 552,277
Accrued interest receivable 6,438 6,676
Financial Liabilities    
CDs 1,118,156 1,066,630
FHLBNY Advances 510,485 608,908
Subordinated debt, net 256,150 257,464
Accrued interest payable 9,302 8,586
Level 3 | Estimate of Fair Value Measurement    
Financial Assets    
Loans held for sale 2,527 22,625
Loans held for investment, net 10,419,587 10,354,366
Accrued interest receivable $ 49,606 $ 49,294