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Derivative Financial Instruments - Total Notional or Contractual Amounts, Fair Value, Collateral and Net Exposure of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2019
Dec. 31, 2018
Derivative Instruments and Hedging Activities Disclosure [Abstract]    
Maximum length of time over which forecasted transactions are hedged 6 years  
Derivative [Line Items]    
Fair Value, Derivative Assets $ 188,864 $ 108,901
Fair Value, Derivative Liabilities 148,540 98,050
Derivative Assets, Total 337,977 258,139
Derivative Liabilities, Total 148,540 98,050
Interest rate swaps    
Derivative [Line Items]    
Fair Value, Derivative Assets 40,976  
Fair Value, Derivative Liabilities 9,286  
Foreign exchange forwards    
Derivative [Line Items]    
Fair Value, Derivative Assets 120,795 98,643
Fair Value, Derivative Liabilities 100,244 86,800
Client foreign currency options    
Derivative [Line Items]    
Fair Value, Derivative Assets 1,485 1,759
Fair Value, Derivative Liabilities 1,485 1,759
Client interest rate derivatives    
Derivative [Line Items]    
Fair Value, Derivative Assets 25,608 8,499
Fair Value, Derivative Liabilities 37,525 9,491
Derivatives designated as hedging instruments | Interest rate swaps | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 2,000,000 0
Fair Value, Derivative Assets 40,976 0
Derivatives designated as hedging instruments | Interest rate swaps | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 2,000,000 0
Fair Value, Derivative Liabilities 9,286 0
Derivatives not designated as hedging instruments    
Derivative [Line Items]    
Fair Value, Derivative Assets 297,001 258,139
Fair Value, Derivative Liabilities 139,254 98,050
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 255,228 263,733
Fair Value, Derivative Assets 4,303 4,767
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 0 178,310
Fair Value, Derivative Liabilities 0 1,094
Derivatives not designated as hedging instruments | Equity warrant assets | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 223,383 223,532
Fair Value, Derivative Assets 149,113 149,238
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 3,921,970 2,759,878
Fair Value, Derivative Assets 116,492 93,876
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 3,876,021 2,568,085
Fair Value, Derivative Liabilities 100,244 85,706
Derivatives not designated as hedging instruments | Client foreign currency options | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 125,531 93,556
Fair Value, Derivative Assets 1,485 1,759
Derivatives not designated as hedging instruments | Client foreign currency options | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 125,531 93,579
Fair Value, Derivative Liabilities 1,485 1,759
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 1,230,782 1,020,416
Fair Value, Derivative Assets 25,608 8,499
Reduction in derivative assets due to rules of clearing houses   (400)
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 1,310,689 1,337,328
Fair Value, Derivative Liabilities 37,525 $ 9,491
Reduction in derivative liabilities due to rules of clearing houses $ (7,800)