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 | 47 | 2018 |
The colored Hofstadter butterfly for the Honeycomb lattice A Agazzi, JP Eckmann, GM Graf J. Stat. Phys. 156 (3), 417-426, 2014 | 39 | 2014 |
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 | 32 | 2019 |
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 | 18 | 2021 |
Urgency-aware optimal routing in repeated games through artificial currencies M Salazar, D Paccagnan, A Agazzi European Journal of Control 62, 22 - 32, 2021 | 15 | 2021 |
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 | 14* | 2021 |
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 | 14 | 2018 |
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 | 9 | 2022 |
Seemingly stable chemical kinetics can be stable, marginally stable, or unstable A Agazzi, JC Mattingly Communications in Mathematical Sciences 18 (6), 1605 – 1642, 2020 | 7 | 2020 |
Random Splitting of Fluid Models: Unique Ergodicity and Convergence A Agazzi, JC Mattingly, O Melikechi Communications in Mathematical Physics, 2023 | 4 | 2023 |
Random Splitting of Fluid Models: Positive Lyapunov Exponents A Agazzi, JC Mattingly, O Melikechi arXiv preprint arXiv:2210.02958, 2022 | 2 | 2022 |
Introduction to Stochastic Calculus A Agazzi, JC Mattingly | 2 | 2020 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 arXiv preprint arXiv:2311.15680, 2023 | | 2023 |
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 |
Biomarker Identification for Early-stage Diabetes Diagnosis in Mice Liver Cells A Agazzi, V Deo | | 2015 |
Diffusion Fingerprints J Dubuisson, JP Eckmann, A Agazzi arXiv preprint arXiv:1408.4966, 2014 | | 2014 |