Concepedia

Luca Biggio

LB

6

Publications

293

Citations

6

H-Index

2021

Active since

Affiliations

ETH Zurich(Current)

Swiss Center for Electronics and Microtechnology (Switzerland)

École Polytechnique Fédérale de Lausanne

Luca Biggio is an author at ETH Zurich specializing in engineering, machine learning, and artificial intelligence.

Top concepts

EngineeringMachine LearningData SciencePredictive AnalyticsArtificial IntelligenceDeep LearningComputer ScienceManagementPrognosticsSystems Engineering

Publications per year

2021–2023

6

Publications

6

Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial

Venkat Pavan Nemani, Luca Biggio, Xun Huan et al. · Mechanical Systems and Signal Processing · 2023 · 163 citations · Full text

Engineering Design, Uncertainty Management, Engineering +12

Uncertainty-Aware Prognosis via Deep Gaussian Process

Luca Biggio, Alexander Wieland, Manuel Arias Chao et al. · IEEE Access · 2021 · 45 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Neural Symbolic Regression that Scales

Luca Biggio, Tommaso Bendinelli, Alexander Neitz et al. · arXiv (Cornell University) · 2021 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Ageing-aware battery discharge prediction with deep learning

Luca Biggio, Tommaso Bendinelli, Chetan S. Kulkarni et al. · Applied Energy · 2023 · 26 citations · Full text

FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control

Dimitri von Rütte, Luca Biggio, Yannic Kilcher et al. · arXiv (Cornell University) · 2022 · 17 citations · Full text

Music, Artificial Intelligence, Structured Prediction +14

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