Carlo Albert

16 papers A 1Journal 15
YearRankTypeTitle / Venue / Authors
2025 A conf
Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation.
UAI
Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz
2025 J jnl
When the Left Foot Leads to the Right Path: Bridging Initial Prejudice and Trainability.
CoRR
Alberto Bassi, Carlo Albert, Aurélien Lucchi, Marco Baity-Jesi, Emanuele Francazi
2024 J jnl
Simulation-based inference with the Python Package sbijax.
CoRR
Simon Dirmeier, Simone Ulzega, Antonietta Mira, Carlo Albert
2023 J jnl
Simulation-based inference using surjective sequential neural likelihood estimation.
CoRR
Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz
2022 J jnl
Learning Summary Statistics for Bayesian Inference with Autoencoders.
CoRR
Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Pérez-Cruz, Antonietta Mira
2018 J jnl
Accelerating Bayesian inference in hydrological modeling with a mechanistic emulator.
Environ. Model. Softw.
David Machac, Peter Reichert, Jörg Rieckermann, Dario Del Giudice, Carlo Albert
2017 J jnl
Appraisal of data-driven and mechanistic emulators of nonlinear simulators: The case of hydrodynamic urban drainage models.
Environ. Model. Softw.
Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert, Jörg Rieckermann
2016 J jnl
Appraisal of data-driven and mechanistic emulators of nonlinear hydrodynamic urban drainage simulators.
CoRR
Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert, Jörg Rieckermann
2016 J jnl
Computationally Efficient Implementation of a Novel Algorithm for the General Unified Threshold Model of Survival (GUTS).
PLoS Comput. Biol.
Carlo Albert, Sören Vogel, Roman Ashauer
2016 J jnl
Emulation of dynamic simulators with application to hydrology.
J. Comput. Phys.
David Machac, Peter Reichert, Carlo Albert
2016 J jnl
Fast mechanism-based emulator of a slow urban hydrodynamic drainage simulator.
Environ. Model. Softw.
David Machac, Peter Reichert, Jörg Rieckermann, Carlo Albert
2015 J jnl
A Simulated Annealing Approach to Bayesian Inference.
CoRR
Carlo Albert
2015 J jnl
A simulated annealing approach to approximate Bayes computations.
Stat. Comput.
Carlo Albert, Hans R. Künsch, Andreas Scheidegger
2015 J jnl
Bayesian Parameter Inference for 1D Nonlinear Stochastic Differential Equation Models.
CoRR
Carlo Albert, Simone Ulzega
2015 J jnl
Model bias and complexity - Understanding the effects of structural deficits and input errors on runoff predictions.
Environ. Model. Softw.
Dario Del Giudice, Peter Reichert, Vojtech Bares, Carlo Albert, Jörg Rieckermann
2014 J jnl
The effect of ambiguous prior knowledge on Bayesian model parameter inference and prediction.
Environ. Model. Softw.
Simon L. Rinderknecht, Carlo Albert, Mark E. Borsuk, Nele Schuwirth, Hans R. Künsch, Peter Reichert