FUJII, Masaaki
Name / Position
FUJII, Masaaki / Associate Professor
Website
mfujii@e.u-tokyo.ac.jp
Curriculum Vitae
Education
2013 March | Graduate School of Economics, The University of Tokyo, Ph.D. (Economics) |
2009 April | Graduate School of Economics, The University of Tokyo |
2004 March | Department of Physics, Graduate School of Science, The University of Tokyo, Ph.D. (Science) |
1999 March | Department of Physics, The University of Tokyo, B.Sc. |
Professional Experience
2018 August | Associate Professor, Graduate School of Economics, The University of Tokyo |
2013 March | Assistant Professor, Graduate School of Economics, The University of Tokyo |
2011 April | Assistant Professor, Center for Advanced Research in Finance (CARF), Graduate School of Economics, The University of Tokyo |
2004 April | Morgan Stanley Securities, Co., Ltd. Fixed Income Division |
Research Field
Non-linear Financial Problems
Research Theme
My major research interest is to understand various non-linearity in finance, for which the traditional techniques of financial engineering are not applicable. In recent years, I have been working on the mean field game theory, which is the large-population limit of symmetrically interacting agents, in a probabilistic approach by making use of forward-backward stochastic differential equations of McKean-Vlasov type.
Publications
Books and Monographs
- “Interest Rate Modelling under Full Collateralization,” 2013, Chapter 6, Interest Rate Modelling after the Financial Crisis, Risk Books, London (with Akihiko Takahashi)
Articles - Published or Forthcoming Papers
- “Equilibrium price formation with a major player and its mean field limit”, (2022), ESAIM: Control, Optimization and Calculus of Variations, Vol. 28, No. 21, 36 pages. (with Akihiko Takahashi)
- “Strong Convergence to the Mean Field Limit of a Finite Agent Equilibrium”, (2022), SIAM Journal on Financial Mathematics, Vol.13, No. 2, pp. 459-490. (with Akihiko Takahashi)
- “A Mean Field Game Approach to Equilibrium Pricing with Market Clearing Condition”, (2022), SIAM Journal on Control and Optimization, Vol. 60, No. 1, pp. 259-279. (with Akihiko Takahashi)
- “Probabilistic Approach to Mean Field Games and Mean Field Type Control Problems with Multiple Populations”, (2022), Minimax Theory and its Applications, Vol. 7, pp. 1-55.
- “Asymptotic Expansion as Prior Knowledge in Deep Learning Method for high dimensional BSDEs”, (2019), Asia-Pacific Financial Markets, Vol. 26, No. 3, pp. 391-408.
- “Asymptotic expansion for forward-backward SDEs with jumps”, (2019), Stochastics, Vol. 91, No. 2, 175-214. (with Akihiko Takahashi)
- “Anticipated Backward SDEs with Jumps and quadratic-exponential growth drivers”, (2019), Stochastics and Dynamics, Vol.19, No. 03, 1950020 (with Akihiko Takahashi)
- “Solving backward stochastic differential equations with quadratic-growth drivers by connecting the short-term expansions”, (2019), Stochastic Processes and their Applications, Vol. 129, Issue 5, 1492-1532, (with Akihiko Takahashi)
- “Quadratic-exponential growth BSDEs with Jumps and their Malliavin's Differentiability,” (2018),Stochastic Processes and their Applications, Vol. 128, Issue 6, 2083-2130. (with Akihiko Takahashi)
- “A general framework for the benchmark pricing in a fully collateralized market,” (2016), International Journal of Financial Engineering, Vol. 3, No.3, 1650019 (30)
- “A Polynomial Scheme of Asymptotic Expansion for Backward SDEs and Option pricing,” (2016),Quantitative Finance, Vol. 16, Issue 3, 427-445.
- “Perturbative Expansion Technique for Non-Linear FBSDEs with Interacting Particle Method,” (2015),Asia-Pacific Financial Markets, Vol. 22, Issue 3, 283-304. (with Akihiko Takahashi)
- “An FBSDE Approach to American Option Pricing with an Interacting Particle Method,” (2015),Asia-Pacific Financial Markets, Vol. 22, Issue 3, 239-260. (with Seisho Sato and Akihiko Takahashi)
- “Optimal Hedging for Fund & Insurance Managers with Partially Observable Investment Flows,” (2015), Quantitatie Finance, Vol. 15, Issue 3, 535-551 (with Akihiko Takahashi)
- “Making Mean-Variance Hedging Implementable in a Partially Observable Market,” (2014), Quantitative Finance, Vol. 14, Issue 10, 1709-1721 (with Akihiko Takahashi)
- “Momentum-Space Approach to Asymptotic Expansion for Stochastic Filtering,” 2014, Annals of the Institute of Statistical Mathematics 66:93-120
- “Derivative Pricing under Asymmetric and Imperfect Collateralization and CVA,” 2013, Quantitative Finance, Vol. 13, Issue 5, 749-768 (with Akihiko Takahashi)
- “Perturbative Expansion of FBSDE in an Incomplete Market with Stochastic Volatility,” 2012, Quart. J. of Fin. 02, 1250015 (24) (with Akihiko Takahashi)
- “Analytical Approximation for Non-Linear FBSDEs with Perturbation Scheme,” 2012, International Journal of Theoretical and Applied Finance, Vol. 15, Issue 05, 1250034 (24) (with Akihiko Takahashi)
- “Collateralized CDS and Default Dependence,” 2012, The Journal of Credit Risk, Vol. 8, Number 3, 97-113 (with Akihiko Takahashi)
- “Clean Valuation Framework for the USD Silo--An Implication for the Forthcoming Standard Credit Support Annex (SCSA),” 2011, Forthcoming in a chapter of Risk Book titled as “Interest Rate Modeling After The Financial Crisis” (with Akihiko Takahashi)
- “Choice of Collateral Currency,” Risk Magazine, January 2011, 120-125 (with Akihiko Takahashi)
- “A Market Model of Interest Rates with Dynamic Basis Spreads in the presence of Collateral and Multiple Currencies,” (2011), Wilmott Magazine Vol. 2011, Issue 54, 61-73 (with Yasufumi Shimada and Akihiko Takahashi)
- “Modeling of Interest Rate Term Structures under Collateralization and its Implications,” (2011), Recent Advances in Financial Engineering 2010: Proceedings of the KIERTMU International Workshop on Financial Engineering 2010, 83(22) (with Akihiko Takahashi)
- “A Note on Construction of Multiple Swap Curves with and without Collateral,” FSA Research Review, Vol. 6, 139-157, March 2010 (with Yasufumi Shimada and Akihiko Takahashi)
Articles - Working Papers / Discussion Papers
- “Equilibrium Pricing of Securities in the Co-presence of Cooperative and Non-cooperative Populations”, (2022), CARF-F-545.
- “A Finite Agent Equilibrium in an Incomplete Market and its Strong Convergence to the Mean-Field Limit”, (2020), CARF-F-495, (with Akihiko Takahashi)
- “Optimal Position Management for a Market Maker with Stochastic Price Impacts,” 2015, CARF-F-360
Articles - Published Papers in Physics
- “Upper bound on gluino mass from thermal leptogenesis,” Phys.Lett.B579:6-12, 2004 (with Masahiro Ibe and Tsutomu Yanagida)
- “Thermal leptogenesis and gauge mediation,” Phys.Rev.D69:015006, 2004 (with Masahiro Ibe and Tsutomu Yanagida)
- “Neutralino dark matter from MSSM flat directions in light of WMAP results,” Phsy.Rev.D69:035006, 2004 (with Masahiro Ibe)
- “Natural gravitino dark matter and thermal leptogenesis in gauge mediated super-symmetry breaking models,” Phys.Lett.B549:273-283, 2002 (with Tsutomu Yanagida)
- “Baryogenesis and gravitino dark matter in gauge mediated super-symmetry breaking models,” Phys.Rev.D66:123515, 2002 (with Tsutomu Yanagida)
- “A solution to the coincidence puzzle of Omega(B) and Omega(DM),” Phys.Lett.B542:80-88, 2002 (with Tsutomu Yanagida)
- “Nonthermal dark matter via Affleck-Dine Baryogenesis and its detection possibility,” Phys.Rev.D66:083501, 2002 (with Koichi Hamaguchi)
- “Predictions on the neutrinoless double beta decay from the leptogenesis via the LHu flat direction,” Phys.Lett.B538:107-114, 2002 (with Koichi Hamaguchi and Tsutomu Yanagida)
- “Leptogenesis with almost degenerate majorana neutrinos,” Phys.Rev.D65:115012, 2002, (with Koichi Hamaguchi and Tsutomu Yanagida)
- “Investigation of noscale super-symmetry breaking models with a gauged U(1)(B-L) symmetry,” Phys.Rev.D66:035002, 2002 (with Koshiro Suzuki)
- “Proton decay in the semisimple unification,” Phys.Lett.B527:106-114, 2002 (with Taizan Watari)
- “Higgsino and wino dark matter from Q-ball decay,” Phys.Lett.B525:143-149, 2002 (with Koichi Hamaguchi)
- “Leptogenesis via LHu flat direction with a gauged U(1)(B-L),” Phys.Rev.D65:043511, 2002 (with Koichi Hamaguchi and Tsutomu Yanagida)
- “Affleck-Dine baryogenesis/leptogenesis with a gauged U(1)(B-L),” Phys.Rev.D64:123526, 2001 (with Koichi Hamaguchi and Tsutomu Yanagida)
- “Reheating temperature independence of cosmological baryon asymmetry in Affleck-Dine leptogenesis,” Phys.Rev.D63:123513, 2001 (with Koichi Hamaguchi and Tsutomu Yanagida)
- “Affleck-Dine leptogenesis with an ultralight neutrino,” Phys.Rev.D62:123514, 2000 (with Takehiko Asaka, Koichi Hamaguchi and Tsutomu Yanagida)