2022 · Benjamin Gravell, Matilde Gargiani, et al. · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 3

On the Synthesis of Bellman Inequalities for Data-Driven Optimal Control

2021 · Andrea Martinelli, Matilde Gargiani, et al. · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 3

Probabilistic Rollouts for Learning Curve Extrapolation Across Hyperparameter Settings

2019 · Gargiani, Matilde, Klein, Aaron, et al. · arXiv (Cornell University) · 3

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madupite: A High-Performance Distributed Solver for Large-Scale Markov Decision Processes

2025 · Matilde Gargiani, Philip Pawlowsky, et al. · The Journal of Open Source Software · 2

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Parallel and Flexible Dynamic Programming via the Randomized Mini-Batch Operator

2021 · Gargiani, Matilde, Martinelli, Andrea, et al. · arXiv (Cornell University) · 2

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Transferring Optimality Across Data Distributions via Homotopy Methods

2020 · Matilde Gargiani, Andrea Zanelli, et al. · FreiDok plus (Universitätsbibliothek Freiburg) · 2

Inexact Policy Iteration Methods for Large-Scale Markov Decision Processes

2024 · Gargiani, Matilde, Sieber, Robin, et al. · arXiv (Cornell University) · 1

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Convergence Analysis of Homotopy-SGD for non-convex optimization

2020 · Gargiani, Matilde, Zanelli, Andrea, et al. · arXiv (Cornell University) · 1

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Hessian-CoCoA: a general parallel and distributed framework for non-strongly convex regularizers

2017 · Gargiani, Matilde · Repository for Publications and Research Data (ETH Zurich) · 1

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Semismooth newton methods for risk-averse Markov decision processes

2026 · Matilde Gargiani, Francesco Micheli, et al. · Automatica

Semismooth newton methods for risk-averse Markov decision processes

2026 · Gargiani, Matilde, Micheli, Francesco, et al. · Repository for Publications and Research Data (ETH Zurich)

Inside madupite: Technical Design and Performance

2025 · Gargiani, Matilde, Sieber, Robin, et al. · Repository for Publications and Research Data (ETH Zurich)

madupite: A High-Performance Distributed Solver for Large-Scale Markov Decision Processes

2025 · Gargiani, Matilde, Sieber, Robin, et al. · arXiv (Cornell University)

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Semismooth Newton Methods for Risk-Averse Markov Decision Processes

2025 · Gargiani, Matilde, Micheli, Francesco, et al. · arXiv (Cornell University)

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Inexact GMRES Policy Iteration for Large-Scale Markov Decision Processes

2022 · Gargiani, Matilde, Liao-McPherson, Dominic, et al. · arXiv (Cornell University)

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Dynamic Programming Through the Lens of Semismooth Newton-Type Methods (Extended Version)

2022 · Gargiani, Matilde, Zanelli, Andrea, et al. · arXiv (Cornell University)

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Policy Iteration for Multiplicative Noise Output Feedback Control

2022 · Gravell, Benjamin, Gargiani, Matilde, et al. · arXiv (Cornell University)

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On the Synthesis of Bellman Inequalities for Data-Driven Optimal Control

2021 · Martinelli, Andrea, Gargiani, Matilde, et al. · arXiv (Cornell University)

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Works count: 30

Citation count: 97

H-index: 5

I10-index: 3