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Fair Value Measurements - Carrying Amounts and Estimated Fair Values of Certain Financial Instruments (Details) - USD ($)
$ in Thousands
Mar. 31, 2021
Dec. 31, 2020
Mar. 31, 2020
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Cash and due from banks $ 177,199 $ 150,464  
Interest-earning deposits in financial institutions 5,517,667 3,010,197  
Securities available-for-sale, Carrying Amount 5,941,690 5,235,591  
Investment in FHLB stock, Carrying Amount 17,250 17,250  
Investment in FHLB stock, Fair Value 17,250 17,250  
Loans Held-for-sale, Fair Value Disclosure 26,975    
Loans and leases, net [1] 18,686,783 18,735,196  
Loans and leases held for investment, net 19,312,854    
Warrants and Rights Outstanding   4,520  
Other derivative assets, Carrying Amount 3,168 4,230 $ 4,589
Equity Securities, FV-NI 10,266 6,147  
Demand, interest checking, money market, and savings deposits 25,576,348 22,264,480  
Interest-bearing Domestic Deposit, Brokered 1,162,590 1,149,467  
Time deposits 1,484,353 1,526,770  
Time deposits 1,486,556 1,527,639  
Borrowings 19,750 5,000  
Borrowings 20,185 4,995  
Subordinated debentures 465,814 465,812  
Subordinated Debt Obligations, Fair Value Disclosure 448,273 448,036  
Derivative Liability 1,421 1,150  
Level 1      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Cash and due from banks 177,199 150,464  
Interest-earning deposits in financial institutions 5,517,667 3,010,197  
Investment in FHLB stock, Fair Value 0 0  
Loans Held-for-sale, Fair Value Disclosure 0    
Demand, interest checking, money market, and savings deposits 0 0  
Interest-bearing Domestic Deposit, Brokered 0 0  
Time deposits 0 0  
Borrowings 0 0  
Subordinated Debt Obligations, Fair Value Disclosure 0 0  
Level 2      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Cash and due from banks 0 0  
Interest-earning deposits in financial institutions 0 0  
Investment in FHLB stock, Fair Value 17,250 17,250  
Loans Held-for-sale, Fair Value Disclosure 26,975    
Demand, interest checking, money market, and savings deposits 25,576,348 22,264,480  
Interest-bearing Domestic Deposit, Brokered 1,162,590 1,149,467  
Time deposits 1,486,556 1,527,639  
Borrowings 20,185 4,995  
Subordinated Debt Obligations, Fair Value Disclosure 448,273 448,036  
Level 3      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Cash and due from banks 0 0  
Interest-earning deposits in financial institutions 0 0  
Investment in FHLB stock, Fair Value 0 0  
Loans Held-for-sale, Fair Value Disclosure 0    
Loans and leases held for investment, net 19,312,854    
Equity warrants   4,520  
Demand, interest checking, money market, and savings deposits 0 0  
Interest-bearing Domestic Deposit, Brokered 0 0  
Time deposits 0 0  
Borrowings 0 0  
Subordinated Debt Obligations, Fair Value Disclosure 0 0  
Fair Value, Measurements, Recurring      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Equity warrants 4,589 4,520  
Other derivative assets, Fair Value 3,168 4,230  
Derivative liabilities 1,421 1,150  
Fair Value, Measurements, Recurring | Level 1      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Securities available-for-sale, Carrying Amount 491,358 5,302  
Equity warrants 0 0  
Other derivative assets, Fair Value 0 0  
Equity Securities, FV-NI 10,266 6,147  
Derivative liabilities 0 0  
Fair Value, Measurements, Recurring | Level 2      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Securities available-for-sale, Carrying Amount 5,422,036 5,199,917  
Equity warrants 0 0  
Other derivative assets, Fair Value 3,168 4,230  
Equity Securities, FV-NI 0 0  
Derivative liabilities 1,421 1,150  
Fair Value, Measurements, Recurring | Level 3      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Securities available-for-sale, Carrying Amount 28,296 30,372  
Equity warrants 4,589 4,520  
Other derivative assets, Fair Value 0 0  
Equity Securities, FV-NI 0 0  
Derivative liabilities 0 0  
NonPCI and PCI Loans      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Loans and leases held for investment, net   19,305,998  
NonPCI and PCI Loans | Level 1      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Loans and leases held for investment, net 0 0  
NonPCI and PCI Loans | Level 2      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Loans and leases held for investment, net $ 0 4,160  
NonPCI and PCI Loans | Level 3      
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]      
Loans and leases held for investment, net   $ 19,301,838  
[1] Excludes accrued interest receivable of $76.3 million and $79.7 million at March 31, 2021 and December 31, 2020, respectively, which is recorded in "Other assets" on the condensed consolidated balance sheets.