Concepedia

Tommaso Dreossi

TD

17

Publications

500

Citations

13

H-Index

2014

Active since

Affiliations

University of California, Berkeley(Current)

University of Udine

Amazon (United States)

University of Wisconsin–Madison

Tommaso Dreossi is an author at University of California, Berkeley specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceData ScienceDeep LearningAutomated ReasoningSystems EngineeringRobot LearningIntelligent Systems

Publications per year

2014–2024

17

Publications

17

Compositional Falsification of Cyber-Physical Systems with Machine Learning Components

Tommaso Dreossi, Alexandre Donzé, Sanjit A. Seshia · Journal of Automated Reasoning · 2019 · 120 citations

Artificial Intelligence, Engineering, Machine Learning +7

Scenic: a language for scenario specification and data generation

Daniel J. Fremont, Edward Kim, Tommaso Dreossi et al. · Machine Learning · 2022 · 79 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Parallelotope Bundles for Polynomial Reachability

Tommaso Dreossi, Thao Dang, Carla Piazza · 2016 · 51 citations

Mathematical Programming, Schubert Calculus, Engineering +15

Systematic Testing of Convolutional Neural Networks for Autonomous Driving

Tommaso Dreossi, Shromona Ghosh, Alberto Sangiovanni‐Vincentelli et al. · arXiv (Cornell University) · 2017 · 34 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Treating Cold Start in Product Search by Priors

Parth Gupta, Tommaso Dreossi, Jan Bakus et al. · Companion Proceedings of the Web Conference 2020 · 2020 · 28 citations · Full text

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