A forward-backward algorithm for stochastic control problems: Using the Stochastic Maximum Principle as an Alternative to Dynamic Programming
Ludwig, S Sirignano, J Huang, R Papanicolaou, G Icores 2012 Proceedings of the 1st International Conference on Operations Research and Enterprise Systems 83-89 (13 Jun 2012)
Fluctuation analysis for the loss from default
Spiliopoulos, K Sirignano, J Giesecke, K Stochastic Processes and their Applications volume 124 issue 7 2322-2362 (Jul 2014)
Optimization of Secondary-Air Addition in a Continuous One-Dimensional Spray Combustor
Sirignano, J Rodriquez, L Sideris, A Sirignano, W Journal of Propulsion and Power volume 26 issue 2 288-294 (Mar 2010)
LARGE PORTFOLIO ASYMPTOTICS FOR LOSS FROM DEFAULT
Giesecke, K Spiliopoulos, K Sowers, R Sirignano, J Mathematical Finance volume 25 issue 1 77-114 (31 Jan 2015)
Inference for Large Financial Systems
Giesecke, K Schwenkler, G Sirignano, J (01 Jan 2017)
Large Portfolio Asymptotics for Loss from Default
Giesecke, K Spiliopoulos, K Sowers, R Sirignano, J (01 Jan 2011)
Fluctuation Analysis for the Loss from Default
Spiliopoulos, K Sirignano, J Giesecke, K (01 Jan 2013)
Risk Analysis for Large Pools of Loans
Sirignano, J Giesecke, K (01 Jan 2014)
Stochastic Gradient Descent in Continuous Time
Sirignano, J Spiliopoulos, K SIAM Journal on Financial Mathematics volume 8 issue 1 933-961 (06 Jan 2017)
Large-Scale Loan Portfolio Selection
Sirignano, J Tsoukalas, G Giesecke, K (01 Jan 2015)
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