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Andrea Agazzi
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Large deviations theory for Markov jump models of chemical reaction networks
A Agazzi, A Dembo, JP Eckmann
Ann. Appl. Probab. 28 (3), 1821-1855, 2018
572018
The colored Hofstadter butterfly for the Honeycomb lattice
A Agazzi, JP Eckmann, GM Graf
J. Stat. Phys. 156 (3), 417-426, 2014
412014
Metabolomics identifies a biomarker revealing in vivo loss of functional β-cell mass before diabetes onset
L Li, P Krznar, A Erban, A Agazzi, J Martin-Levilain, S Supale, J Kopka, ...
Diabetes 68 (12), 2272-2286, 2019
342019
Urgency-aware optimal routing in repeated games through artificial currencies
M Salazar, D Paccagnan, A Agazzi
European Journal of Control 62, 22 - 32, 2021
202021
Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime
A Agazzi, J Lu
International Conference on Learning Representations, arXiv:2010.11858, 2021
192021
On the Geometry of Chemical Reaction Networks: Lyapunov Function and Large Deviations
A Agazzi, A Dembo, JP Eckmann
J. Stat. Phys. 172 (2), 321-352, 2018
182018
Temporal-difference learning with nonlinear function approximation: lazy training and mean field regimes
A Agazzi, J Lu
Proceedings of Machine Learning Research 145, 37-74, 2021
16*2021
Large deviations for Markov jump processes with uniformly diminishing rates
A Agazzi, L Andreis, RIA Patterson, DR Renger
Stochastic Processes and their Applications 152, 533-559, 2022
122022
Seemingly stable chemical kinetics can be stable, marginally stable, or unstable
A Agazzi, JC Mattingly
Communications in Mathematical Sciences 18 (6), 1605 – 1642, 2020
102020
Fair artificial currency incentives in repeated weighted congestion games: Equity vs. equality
L Pedroso, A Agazzi, W Heemels, M Salazar
arXiv preprint arXiv:2403.03999, 2024
62024
Random Splitting of Fluid Models: Unique Ergodicity and Convergence
A Agazzi, JC Mattingly, O Melikechi
Communications in Mathematical Physics, 2023
52023
Emergence of meta-stable clustering in mean-field transformer models
G Bruno, F Pasqualotto, A Agazzi
arXiv preprint arXiv:2410.23228, 2024
42024
Random splitting of fluid models: positive Lyapunov exponents
A Agazzi, JC Mattingly, O Melikechi
arXiv preprint arXiv:2210.02958, 2022
22022
Introduction to Stochastic Calculus
A Agazzi, JC Mattingly
22020
Global Optimality of Elman-type RNN in the Mean-Field Regime
A Agazzi, J Lu, S Mukherjee
Proceedings of the 40th International Conference on Machine Learning 202 …, 2023
12023
Markov Switching Quantile Regression
M Correddu, A Agazzi
2024
Scalable Bayesian inference for the generalized linear mixed model
SI Berchuck, FA Medeiros, S Mukherjee, A Agazzi
arXiv preprint arXiv:2403.03007, 2024
2024
Random splitting of point vortex flows
A Agazzi, F Grotto, JC Mattingly
Electronic Communications in Probability 29, 1-10, 2024
2024
A homotopic approach to policy gradients for linear quadratic regulators with nonlinear controls
CX Chen, A Agazzi
IEEE 61st Conference on Decision and Control (CDC), 1588-1595, 2021
2021
Large Deviations Theory for Chemical Reaction Networks
A Agazzi
University of Geneva, 2017
2017
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Artikelen 1–20