Marek Rutkowski
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
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Research Interests
Marek Rutkowski has a total of 38 co-authors. Here are the top co-authors by number of shared publications:
- Tomasz R. Bielecki
Department of Applied Mathematics, Illinois Institute of Technology
11 shared publications Monique Jeanblanc
9 shared publications- Libo Li
School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
7 shared publications - Monique Jeanblanc
Université Paris Saclay
6 shared publications Tomasz R. Bielecki
6 shared publicationsRehez Ahlip
School of Computing and Mathematics, University of Western Sydney, Penrith South, NSW 1797, Australia
5 shared publications
Latest Publications
- Open Access
- 5 March 2026
- Published by Springer Nature in Finance and Stochastics
- Vol. 30 (2) , 553-596
Vulnerable European and American options in a hazard-process model
Vulnerable options of European and American style with a possible occurrence of an exogenous termination are studied under market incompleteness in a hazard-process setup. It is proved that the reduced upper price of a vulnerable European option coincides with the unique price of an American option with a properly defined payoff and holder’s exercise times constrained to the random set given by the right support of the hazard process. For a vulnerable American option , it is shown that the reduced upper price equals the price of a specific American option with unrestricted exercise times, whereas the reduced lower price coincides with the price of a particular game option in which the issuer’s exercise times are constrained to the above-mentioned random set.
- 5 March 2026
- Published by Springer Nature in Finance and Stochastics
- Vol. 30 (2) , 553-596
Open AccessVulnerable European and American options in a hazard-process model
Vulnerable options of European and American style with a possible occurrence of an exogenous termination are studied under market incompleteness in a hazard-process setup. It is proved that the reduced upper price of a vulnerable European option coincides with the unique price of an American option with a properly defined payoff and holder’s exercise times constrained to the random set given by the right support of the hazard process. For a vulnerable American option , it is shown that the reduced upper price equals the price of a specific American option with unrestricted exercise times, whereas the reduced lower price coincides with the price of a particular game option in which the issuer’s exercise times are constrained to the above-mentioned random set.
- Open Access
- 9 September 2025
- Published by Wiley in Mathematical Finance
- Vol. 36 (1) , 180-202
Pricing and Hedging of SOFR Derivatives
The London Interbank Offered Rate (LIBOR) has served since the 1970s as a fundamental measure for floating term rates across multiple currencies and maturities. However, in 2017, the Financial Conduct Authority announced the discontinuation of LIBOR from the end of 2021, and the New York Fed declared the Treasury repo financing rate, called the Secured Overnight Financing Rate (SOFR), as a candidate for a new reference rate for IRSs denominated in U.S. dollars. We examine arbitrage‐free pricing and hedging of swaps referencing SOFR without and with collateral backing. As hedging instruments, we take SOFR futures and idiosyncratic funding rates for the hedge and margin account. For simplicity, a one‐factor model based on Vasicek's equation is used to specify the joint dynamics of several overnight interest rates, including the SOFR and unsecured funding rate.
- 9 September 2025
- Published by Wiley in Mathematical Finance
- Vol. 36 (1) , 180-202
Open AccessPricing and Hedging of SOFR Derivatives
The London Interbank Offered Rate (LIBOR) has served since the 1970s as a fundamental measure for floating term rates across multiple currencies and maturities. However, in 2017, the Financial Conduct Authority announced the discontinuation of LIBOR from the end of 2021, and the New York Fed declared the Treasury repo financing rate, called the Secured Overnight Financing Rate (SOFR), as a candidate for a new reference rate for IRSs denominated in U.S. dollars. We examine arbitrage‐free pricing and hedging of swaps referencing SOFR without and with collateral backing. As hedging instruments, we take SOFR futures and idiosyncratic funding rates for the hedge and margin account. For simplicity, a one‐factor model based on Vasicek's equation is used to specify the joint dynamics of several overnight interest rates, including the SOFR and unsecured funding rate.
- 1 January 2024
- Published by American Institute of Mathematical Sciences (AIMS) in Probability, Uncertainty and Quantitative Risk
- Vol. 9 (3) , 301-338
Penalization schemes for BSDEs and reflected BSDEs with generalized driver
The paper is directly motivated by the pricing of vulnerable European and American options in a general hazard process setup and a related study of the corresponding pre-default backward stochastic differential equations (BSDE) and pre-default reflected backward stochastic differential equations (RBSDE). The goal of this work is twofold. First, we aim to establish the well-posedness results and comparison theorems for a generalized BSDE and a reflected generalized BSDE with a continuous and nondecreasing driver $ A $. Second, we study penalization schemes for a generalized BSDE and a reflected generalized BSDE in which we penalize against the driver in order to obtain in the limit either a constrained optimal stopping problem or a constrained Dynkin game in which the set of minimizer’s admissible exercise times is constrained to the right support of the measure generated by $ A $.- 1 January 2024
- Published by American Institute of Mathematical Sciences (AIMS) in Probability, Uncertainty and Quantitative Risk
- Vol. 9 (3) , 301-338
Penalization schemes for BSDEs and reflected BSDEs with generalized driver
The paper is directly motivated by the pricing of vulnerable European and American options in a general hazard process setup and a related study of the corresponding pre-default backward stochastic differential equations (BSDE) and pre-default reflected backward stochastic differential equations (RBSDE). The goal of this work is twofold. First, we aim to establish the well-posedness results and comparison theorems for a generalized BSDE and a reflected generalized BSDE with a continuous and nondecreasing driver $ A $. Second, we study penalization schemes for a generalized BSDE and a reflected generalized BSDE in which we penalize against the driver in order to obtain in the limit either a constrained optimal stopping problem or a constrained Dynkin game in which the set of minimizer’s admissible exercise times is constrained to the right support of the measure generated by $ A $.- Open Access
- 1 January 2023
- Published by Institute of Mathematical Statistics in Electronic Journal of Probability
- Vol. 28 (none) , 1-41
Generalized BSDE and reflected BSDE with random time horizon
Motivated by structural, reduced-form and hybrid models of the third party and counterparty credit risk, we study a generalized backward stochastic differential equations (BSDE) up to a random time horizon ϑ, which is not a stopping time with respect to a reference filtration. In contrast to the existing literature in the area of credit risk modeling, we do not impose specific assumptions on the random time ϑ and we study the existence of solutions to BSDE and reflected BSDE with a random time horizon through the method of reduction. For this purpose, we also examine BSDE and reflected BSDE with a làdlàg driver where the driver is allowed to have a finite number of jumps overlapping with jumps of the martingale part. Theoretical results are illustrated by particular instances of a random time and explicit BSDEs in either the Brownian or Brownian-Poisson filtration.
- 1 January 2023
- Published by Institute of Mathematical Statistics in Electronic Journal of Probability
- Vol. 28 (none) , 1-41
Open AccessGeneralized BSDE and reflected BSDE with random time horizon
Motivated by structural, reduced-form and hybrid models of the third party and counterparty credit risk, we study a generalized backward stochastic differential equations (BSDE) up to a random time horizon ϑ, which is not a stopping time with respect to a reference filtration. In contrast to the existing literature in the area of credit risk modeling, we do not impose specific assumptions on the random time ϑ and we study the existence of solutions to BSDE and reflected BSDE with a random time horizon through the method of reduction. For this purpose, we also examine BSDE and reflected BSDE with a làdlàg driver where the driver is allowed to have a finite number of jumps overlapping with jumps of the martingale part. Theoretical results are illustrated by particular instances of a random time and explicit BSDEs in either the Brownian or Brownian-Poisson filtration.
- Open Access
- 2 March 2022
- Published by MDPI AG in Mathematics
- Vol. 10 (5) , 791
Nonlinear Valuation with XVAs: Two Converging Approaches
When pricing OTC contracts in the presence of additional risk factors and costs, such as credit risk and funding and collateral costs, the starting “clean price” is modified additively by valuation adjustments (XVAs) that account for each factor or cost in isolation, while seemingly ignoring the combined effects. Instead, risk factors and costs can be jointly accounted for ab initio in the pricing mechanism at the level of cash flows, and this “adjusted cash flow" approach leads to a nonlinear valuation formula. While for practitioners this made more sense because it showed which discount factor is used for which cash flow (recall the multi-curve environment post-crisis), for academics, the focus was on checking that the resulting nonlinear valuation formula is consistent with the theoretical arbitrage-free “replication approach” that we also analyse in the paper. We formulate specific reasonable assumptions, which ensure that the valuation formulae obtained by the two approaches coincide, thus reinforcing both academics’ and practitioners’ confidence in adopting such nonlinear valuation formulae in a multi-curve setup.
- 2 March 2022
- Published by MDPI AG in Mathematics
- Vol. 10 (5) , 791
Open AccessNonlinear Valuation with XVAs: Two Converging Approaches
When pricing OTC contracts in the presence of additional risk factors and costs, such as credit risk and funding and collateral costs, the starting “clean price” is modified additively by valuation adjustments (XVAs) that account for each factor or cost in isolation, while seemingly ignoring the combined effects. Instead, risk factors and costs can be jointly accounted for ab initio in the pricing mechanism at the level of cash flows, and this “adjusted cash flow" approach leads to a nonlinear valuation formula. While for practitioners this made more sense because it showed which discount factor is used for which cash flow (recall the multi-curve environment post-crisis), for academics, the focus was on checking that the resulting nonlinear valuation formula is consistent with the theoretical arbitrage-free “replication approach” that we also analyse in the paper. We formulate specific reasonable assumptions, which ensure that the valuation formulae obtained by the two approaches coincide, thus reinforcing both academics’ and practitioners’ confidence in adopting such nonlinear valuation formulae in a multi-curve setup.
- 1 January 2021
- Published by American Institute of Mathematical Sciences (AIMS) in Probability, Uncertainty and Quantitative Risk
- Vol. 6 (4) , 319-342
Existence, uniqueness and strict comparison theorems for BSDEs driven by RCLL martingales
The existence, uniqueness, and strict comparison for solutions to a BSDE driven by a multi-dimensional RCLL martingale are developed. The goal is to develop a general multi-asset framework encompassing a wide spectrum of non-linear financial models with jumps, including as particular cases, the setups studied by Peng and Xu [27, 28] and Dumitrescu et al. [7] who dealt with BSDEs driven by a one-dimensional Brownian motion and a purely discontinuous martingale with a single jump.
- 1 January 2021
- Published by American Institute of Mathematical Sciences (AIMS) in Probability, Uncertainty and Quantitative Risk
- Vol. 6 (4) , 319-342
Existence, uniqueness and strict comparison theorems for BSDEs driven by RCLL martingales
The existence, uniqueness, and strict comparison for solutions to a BSDE driven by a multi-dimensional RCLL martingale are developed. The goal is to develop a general multi-asset framework encompassing a wide spectrum of non-linear financial models with jumps, including as particular cases, the setups studied by Peng and Xu [27, 28] and Dumitrescu et al. [7] who dealt with BSDEs driven by a one-dimensional Brownian motion and a purely discontinuous martingale with a single jump.
- 1 April 2019
- Published by Elsevier in Stochastic Processes and their Applications
- Vol. 129 (4) , 1229-1258
Integral representations of martingales for progressive enlargements of filtrations
- 1 April 2019
- Published by Elsevier in Stochastic Processes and their Applications
- Vol. 129 (4) , 1229-1258
Integral representations of martingales for progressive enlargements of filtrations
- Open Access
Integral representations of martingales for progressive enlargements of filtrations
We work in the setting of the progressive enlargement $\mathbb G$ of a reference filtration $\mathbb F$ through the observation of a random time $\tau$. We study an integral representation property for some classes of $\mathbb G$-martingales stopped at $\tau$. In the first part, we focus on the case where $\mathbb F$ is a Poisson filtration and we establish a predictable representation property with respect to three $\mathbb G$-martingales. In the second part, we relax the assumption that $\mathbb F$ is a Poisson filtration and we assume that $\tau$ is an $\mathbb F$-pseudo-stopping time. We establish integral representations with respect to some $\mathbb G$-martingales built from $\mathbb F$-martingales and, under additional hypotheses, we obtain a predictable representation property with respect to two $\mathbb G$-martingales.Open AccessIntegral representations of martingales for progressive enlargements of filtrations
We work in the setting of the progressive enlargement $\mathbb G$ of a reference filtration $\mathbb F$ through the observation of a random time $\tau$. We study an integral representation property for some classes of $\mathbb G$-martingales stopped at $\tau$. In the first part, we focus on the case where $\mathbb F$ is a Poisson filtration and we establish a predictable representation property with respect to three $\mathbb G$-martingales. In the second part, we relax the assumption that $\mathbb F$ is a Poisson filtration and we assume that $\tau$ is an $\mathbb F$-pseudo-stopping time. We establish integral representations with respect to some $\mathbb G$-martingales built from $\mathbb F$-martingales and, under additional hypotheses, we obtain a predictable representation property with respect to two $\mathbb G$-martingales. - Open Access
Arbitrage-Free Pricing Of Derivatives In Nonlinear Market Models
The objective of this paper is to provide a comprehensive study no-arbitrage pricing of financial derivatives in the presence of funding costs, the counterparty credit risk and market frictions affecting the trading mechanism, such as collateralization and capital requirements. To achieve our goals, we extend in several respects the nonlinear pricing approach developed in El Karoui and Quenez (1997) and El Karoui et al. (1997), which was subsequently continued in Bielecki and Rutkowski (2015).
Open AccessArbitrage-Free Pricing Of Derivatives In Nonlinear Market Models
The objective of this paper is to provide a comprehensive study no-arbitrage pricing of financial derivatives in the presence of funding costs, the counterparty credit risk and market frictions affecting the trading mechanism, such as collateralization and capital requirements. To achieve our goals, we extend in several respects the nonlinear pricing approach developed in El Karoui and Quenez (1997) and El Karoui et al. (1997), which was subsequently continued in Bielecki and Rutkowski (2015).
- Open Access
- 1 November 2017
- Published by Elsevier in Operations Research Letters
- Vol. 45 (6) , 665-670
Funding, repo and credit inclusive valuation as modified option pricing
- 1 November 2017
- Published by Elsevier in Operations Research Letters
- Vol. 45 (6) , 665-670
Open AccessFunding, repo and credit inclusive valuation as modified option pricing