Paul Dupuis
- Variational Representations and Neural Network Estimation of Rényi Divergences
2020/07/07 by Jeremiah Birrell, Birrell, Jeremiah, Paul Dupuis +7 · 4 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
- On the Infinite Swapping Limit for Parallel Tempering
2011/10/22 by Paul Dupuis, Dupuis, Paul, Yufei Liu +5 · 2 citations
Mathematics · Physics and Astronomy · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
- Large deviations and queueing networks: methods for rate function\n identification
1998/09/29 by Rami Atar, Paul Dupuis, Atar, Rami +1 · 1 citation
Business, Management and Accounting · Economics, Econometrics and Finance · Engineering · #Advanced Queuing Theory Analysis #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR) #Stability and Control of Uncertain Systems #Stochastic processes and financial applications
- Moderate deviations for recursive stochastic algorithms
2014/01/23 by Paul Dupuis, Dupuis, Paul, Dane Johnson +1 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #60F10 #FOS: Mathematics #Probability (math.PR) #Simulation Techniques and Applications #Stochastic processes and financial applications
- Large Deviations for Small Noise Diffusions in a Fast Markovian\n Environment
2017/05/08 by Amarjit Budhiraja, Budhiraja, Amarjit, Paul Dupuis +3 · 1 citation
Economics, Econometrics and Finance · Mathematics · #34C29 #60J60 #60J75 #60K37. Secondary: 60G35 #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Primary: 60F10 #Probability (math.PR) #Stochastic processes and financial applications #Stochastic processes and statistical mechanics