Paul Dupuis

43 papers A* 3Misc 2Journal 36Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Particle exchange Monte Carlo methods for eigenfunction and related nonlinear problems.
CoRR
Paul Dupuis, Benjamin J. Zhang
2023 A* conf
Function-space regularized Rényi divergences.
ICLR
Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Luc Rey-Bellet, Markos A. Katsoulakis
2022 J jnl
(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.
J. Mach. Learn. Res.
Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet
2022 J jnl
Analysis and Optimization of Certain Parallel Monte Carlo Methods in the Low Temperature Limit.
Multiscale Model. Simul.
Paul Dupuis, Guo-jhen Wu
2022 J jnl
Function-space regularized Rényi divergences.
CoRR
Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet
2022 J jnl
Large Deviations for the Single-Server Queue and the Reneging Paradox.
Math. Oper. Res.
Rami Atar, Amarjit Budhiraja, Paul Dupuis, Ruoyu Wu
2021 J jnl
Variational Representations and Neural Network Estimation of Rényi Divergences.
SIAM J. Math. Data Sci.
Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
2020 J jnl
(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.
CoRR
Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet
2020 J jnl
A Variational Formula for Rényi Divergences.
CoRR
Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
2019 J jnl
Exit time risk-sensitive control for systems of cooperative agents.
Math. Control. Signals Syst.
Paul Dupuis, Vaios Laschos, Kavita Ramanan
2019 J jnl
Infinite Swapping using IID Samples.
ACM Trans. Model. Comput. Simul.
Paul Dupuis, Guo-jhen Wu, Michael Snarski
2016 J jnl
Path-Space Information Bounds for Uncertainty Quantification and Sensitivity Analysis of Stochastic Dynamics.
SIAM/ASA J. Uncertain. Quantification
Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Petr Plechác
2015 J jnl
Robust Bounds on Risk-Sensitive Functionals via Rényi Divergence.
SIAM/ASA J. Uncertain. Quantification
Rami Atar, Kenny Chowdhary, Paul Dupuis
2014 Misc conf
Rare event simulation in the neighborhood of a rest point.
WSC
Paul Dupuis, Konstantinos Spiliopoulos
2013 J jnl
Analysis of an interacting particle method for rare event estimation.
Queueing Syst. Theory Appl.
Yi Cai, Paul Dupuis
2012 J jnl
Importance Sampling for Multiscale Diffusions.
Multiscale Model. Simul.
Paul Dupuis, Konstantinos Spiliopoulos, Hui Wang
2012 J jnl
On the Infinite Swapping Limit for Parallel Tempering.
Multiscale Model. Simul.
Paul Dupuis, Yufei Liu, Nuria Plattner, Jimmie D. Doll
2011 J jnl
Importance Sampling for Multiscale Diffusions
CoRR
Paul Dupuis, Konstantinos Spiliopoulos, Hui Wang
2011 Misc conf
Rare event simulation for rough energy landscapes.
WSC
Paul Dupuis, Konstantinos Spiliopoulos, Hui Wang
2011 J jnl
The design and analysis of a generalized RESTART/DPR algorithm for rare event simulation.
Ann. Oper. Res.
Thomas Dean, Paul Dupuis
2009 J jnl
Importance Sampling for Weighted-Serve-the-Longest-Queue.
Math. Oper. Res.
Paul Dupuis, Kevin Leder, Hui Wang
2009 J jnl
Importance sampling for Jackson networks.
Queueing Syst. Theory Appl.
Paul Dupuis, Hui Wang
2008 J jnl
Explicit Solutions for a Class of Nonlinear PDEs that Arise in Allocation Problems.
SIAM J. Math. Anal.
Paul Dupuis, Jim X. Zhang
2008 J jnl
Large-Deviation Approximations for General Occupancy Models.
Comb. Probab. Comput.
Jim X. Zhang, Paul Dupuis
2007 J jnl
Importance sampling for sums of random variables with regularly varying tails.
ACM Trans. Model. Comput. Simul.
Paul Dupuis, Kevin Leder, Hui Wang
2007 J jnl
Large deviations and importance sampling for a tandem network with slow-down.
Queueing Syst. Theory Appl.
Paul Dupuis, Kevin Leder, Hui Wang
2007 J jnl
Subsolutions of an Isaacs Equation and Efficient Schemes for Importance Sampling.
Math. Oper. Res.
Paul Dupuis, Hui Wang
2004 J jnl
Explicit Solution for a Network Control Problem in the Large Deviation Regime.
Queueing Syst. Theory Appl.
Rami Atar, Adam Shwartz, Paul Dupuis
2003 J jnl
An Escape-Time Criterion for Queueing Networks: Asymptotic Risk-Sensitive Control via Differential Games.
Math. Oper. Res.
Rami Atar, Paul Dupuis, Adam Shwartz
2003 J jnl
Explicit Solution to a Robust Queueing Control Problem.
SIAM J. Control. Optim.
Paul Dupuis
2002 — conf
Convergence of numerical optimal feedback policies for deterministic optimal control problems.
CDC
Paul Dupuis, Adam Szpiro
2002 J jnl
Second Order Numerical Methods for First Order Hamilton-Jacobi Equations.
SIAM J. Numer. Anal.
Adam Szpiro, Paul Dupuis
2001 J jnl
Convergence of the Optimal Feedback Policies in a Numerical Method for a Class of Deterministic Optimal Control Problems.
SIAM J. Control. Optim.
Paul Dupuis, Adam Szpiro
2001 J jnl
Risk-Sensitive and Robust Escape Control for Degenerate Diffusion Processes.
Math. Control. Signals Syst.
Michelle Boué, Paul Dupuis
2000 J jnl
A Multiclass Feedback Queueing Network with a Regular Skorokhod Problem.
Queueing Syst. Theory Appl.
Paul Dupuis, Kavita Ramanan
2000 J jnl
Minimax optimal control of stochastic uncertain systems with relative entropy constraints.
IEEE Trans. Autom. Control.
Ian R. Petersen, Matthew R. James, Paul Dupuis
2000 J jnl
Robust Properties of Risk-Sensitive Control.
Math. Control. Signals Syst.
Paul Dupuis, Matthew R. James, Ian R. Petersen
1999 J jnl
Simple Necessary and Sufficient Conditions for the Stability of Constrained Processes.
SIAM J. Appl. Math.
Amarjit Budhiraja, Paul Dupuis
1998 J jnl
A Skorokhod Problem formulation and large deviation analysis of a processor sharing model.
Queueing Syst. Theory Appl.
Paul Dupuis, Kavita Ramanan
1994 — conf
Shape from Shading: Provably Convergent Algorithms and Uniqueness Results.
ECCV (2)
Paul Dupuis, John Oliensis
1993 A* conf
A global algorithm for shape from shading.
ICCV
John Oliensis, Paul Dupuis
1993 J jnl
Dynamical systems and variational inequalities.
Ann. Oper. Res.
Paul Dupuis, Anna Nagurney
1992 A* conf
Direct method for reconstructing shape from shading.
CVPR
Paul Dupuis, John Oliensis