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2020 – today
- 2023
[c7]Jeremiah Birrell
, Yannis Pantazis, Paul Dupuis, Luc Rey-Bellet, Markos A. Katsoulakis:
Function-space regularized Rényi divergences. ICLR 2023- 2022
- [j31]Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet:
(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics. J. Mach. Learn. Res. 23: 39:1-39:70 (2022) - [j30]Paul Dupuis, Guo-jhen Wu:
Analysis and Optimization of Certain Parallel Monte Carlo Methods in the Low Temperature Limit. Multiscale Model. Simul. 20(1): 220-249 (2022) - [j29]Rami Atar, Amarjit Budhiraja, Paul Dupuis, Ruoyu Wu:
Large Deviations for the Single-Server Queue and the Reneging Paradox. Math. Oper. Res. 47(1): 232-258 (2022) - [i4]Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet:
Function-space regularized Rényi divergences. CoRR abs/2210.04974 (2022) - 2021
- [j28]Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang:
Variational Representations and Neural Network Estimation of Rényi Divergences. SIAM J. Math. Data Sci. 3(4): 1093-1116 (2021) - 2020
- [i3]Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang:
A Variational Formula for Rényi Divergences. CoRR abs/2007.03814 (2020) - [i2]Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet:
(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics. CoRR abs/2011.05953 (2020)
2010 – 2019
- 2019
- [j27]Paul Dupuis, Vaios Laschos, Kavita Ramanan:
Exit time risk-sensitive control for systems of cooperative agents. Math. Control. Signals Syst. 31(3): 279-332 (2019) - [j26]Paul Dupuis, Guo-jhen Wu, Michael Snarski:
Infinite Swapping using IID Samples. ACM Trans. Model. Comput. Simul. 29(3): 13:1-13:26 (2019) - 2016
- [j25]Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Petr Plechác:
Path-Space Information Bounds for Uncertainty Quantification and Sensitivity Analysis of Stochastic Dynamics. SIAM/ASA J. Uncertain. Quantification 4(1): 80-111 (2016) - 2015
- [j24]Rami Atar, Kenny Chowdhary, Paul Dupuis:
Robust Bounds on Risk-Sensitive Functionals via Rényi Divergence. SIAM/ASA J. Uncertain. Quantification 3(1): 18-33 (2015) - 2014
- [c6]Paul Dupuis, Konstantinos Spiliopoulos:
Rare event simulation in the neighborhood of a rest point. WSC 2014: 564-573 - 2013
- [j23]Yi Cai, Paul Dupuis:
Analysis of an interacting particle method for rare event estimation. Queueing Syst. Theory Appl. 73(4): 345-406 (2013) - 2012
- [j22]Paul Dupuis, Konstantinos Spiliopoulos, Hui Wang:
Importance Sampling for Multiscale Diffusions. Multiscale Model. Simul. 10(1): 1-27 (2012) - [j21]Paul Dupuis, Yufei Liu, Nuria Plattner, Jimmie D. Doll:
On the Infinite Swapping Limit for Parallel Tempering. Multiscale Model. Simul. 10(3): 986-1022 (2012) - 2011
- [j20]Thomas Dean, Paul Dupuis:
The design and analysis of a generalized RESTART/DPR algorithm for rare event simulation. Ann. Oper. Res. 189(1): 63-102 (2011) - [c5]Paul Dupuis, Konstantinos Spiliopoulos, Hui Wang:
Rare event simulation for rough energy landscapes. WSC 2011: 504-515 - [i1]Paul Dupuis, Konstantinos Spiliopoulos, Hui Wang:
Importance Sampling for Multiscale Diffusions. CoRR abs/1107.5448 (2011)
2000 – 2009
- 2009
- [j19]Paul Dupuis, Kevin Leder, Hui Wang:
Importance Sampling for Weighted-Serve-the-Longest-Queue. Math. Oper. Res. 34(3): 642-660 (2009) - [j18]Paul Dupuis, Hui Wang:
Importance sampling for Jackson networks. Queueing Syst. Theory Appl. 62(1-2): 113-157 (2009) - 2008
- [j17]Jim X. Zhang, Paul Dupuis:
Large-Deviation Approximations for General Occupancy Models. Comb. Probab. Comput. 17(3): 437-470 (2008) - [j16]Paul Dupuis, Jim X. Zhang:
Explicit Solutions for a Class of Nonlinear PDEs that Arise in Allocation Problems. SIAM J. Math. Anal. 39(5): 1627-1667 (2008) - 2007
- [j15]Paul Dupuis, Hui Wang:
Subsolutions of an Isaacs Equation and Efficient Schemes for Importance Sampling. Math. Oper. Res. 32(3): 723-757 (2007) - [j14]Paul Dupuis, Kevin Leder, Hui Wang:
Large deviations and importance sampling for a tandem network with slow-down. Queueing Syst. Theory Appl. 57(2-3): 71-83 (2007) - [j13]Paul Dupuis, Kevin Leder, Hui Wang:
Importance sampling for sums of random variables with regularly varying tails. ACM Trans. Model. Comput. Simul. 17(3): 14 (2007) - 2004
- [j12]Rami Atar, Adam Shwartz, Paul Dupuis:
Explicit Solution for a Network Control Problem in the Large Deviation Regime. Queueing Syst. Theory Appl. 46(1-2): 159-176 (2004) - 2003
- [j11]Rami Atar, Paul Dupuis, Adam Shwartz:
An Escape-Time Criterion for Queueing Networks: Asymptotic Risk-Sensitive Control via Differential Games. Math. Oper. Res. 28(4): 801-835 (2003) - [j10]Paul Dupuis:
Explicit Solution to a Robust Queueing Control Problem. SIAM J. Control. Optim. 42(5): 1854-1875 (2003) - 2002
- [j9]Adam Szpiro, Paul Dupuis:
Second Order Numerical Methods for First Order Hamilton-Jacobi Equations. SIAM J. Numer. Anal. 40(3): 1136-1183 (2002) - [c4]Paul Dupuis, Adam Szpiro:
Convergence of numerical optimal feedback policies for deterministic optimal control problems. CDC 2002: 3138-3143 - 2001
- [j8]Michelle Boué, Paul Dupuis:
Risk-Sensitive and Robust Escape Control for Degenerate Diffusion Processes. Math. Control. Signals Syst. 14(1): 62-85 (2001) - [j7]Paul Dupuis, Adam Szpiro:
Convergence of the Optimal Feedback Policies in a Numerical Method for a Class of Deterministic Optimal Control Problems. SIAM J. Control. Optim. 40(2): 393-420 (2001) - 2000
- [j6]Paul Dupuis, Matthew R. James, Ian R. Petersen:
Robust Properties of Risk-Sensitive Control. Math. Control. Signals Syst. 13(4): 318-332 (2000) - [j5]Paul Dupuis, Kavita Ramanan:
A Multiclass Feedback Queueing Network with a Regular Skorokhod Problem. Queueing Syst. Theory Appl. 36(4): 327-349 (2000) - [j4]Ian R. Petersen, Matthew R. James, Paul Dupuis:
Minimax optimal control of stochastic uncertain systems with relative entropy constraints. IEEE Trans. Autom. Control. 45(3): 398-412 (2000)
1990 – 1999
- 1999
- [j3]Amarjit Budhiraja, Paul Dupuis:
Simple Necessary and Sufficient Conditions for the Stability of Constrained Processes. SIAM J. Appl. Math. 59(5): 1686-1700 (1999) - 1998
- [j2]Paul Dupuis, Kavita Ramanan:
A Skorokhod Problem formulation and large deviation analysis of a processor sharing model. Queueing Syst. Theory Appl. 28(1-3): 109-124 (1998) - 1994
- [c3]Paul Dupuis, John Oliensis:
Shape from Shading: Provably Convergent Algorithms and Uniqueness Results. ECCV (2) 1994: 259-268 - 1993
- [j1]Paul Dupuis, Anna Nagurney:
Dynamical systems and variational inequalities. Ann. Oper. Res. 44(1): 7-42 (1993) - [c2]John Oliensis, Paul Dupuis:
A global algorithm for shape from shading. ICCV 1993: 692-701 - 1992
- [c1]Paul Dupuis, John Oliensis:
Direct method for reconstructing shape from shading. CVPR 1992: 453-458
Coauthor Index
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