Concepedia

Marco Ancona

MA

6

Publications

620

Citations

6

H-Index

1988

Active since

Affiliations

O2 Czech Republic (Czechia)(Current)

Marco Ancona is an author at O2 Czech Republic (Czechia) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceData ScienceDeep LearningInterpretabilityDeep Neural NetworksExplainable AiSupervised Learning

Publications per year

1988–2023

6

Publications

6

Towards better understanding of gradient-based attribution methods for Deep Neural Networks

Marco Ancona, Enea Ceolini, Cengiz Öztireli · Repository for Publications and Research Data (ETH Zurich) · 2018 · 385 citations · Full text

A unified view of gradient-based attribution methods for Deep Neural Networks

Marco Ancona, Enea Ceolini, Cengiz Öztireli · arXiv (Cornell University) · 2017 · 110 citations · Full text

Artificial Intelligence, Neural Scaling Law, Deep Neural Networks +15

Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Values Approximation

Marco Ancona, Cengiz Öztireli · arXiv (Cornell University) · 2019 · 49 citations · Full text

Artificial Intelligence, Shapley Values Approximation, Deep Neural Networks +15

A machine learning strategy for the identification of key <i>in silico</i> descriptors and prediction models for IgG monoclonal antibody developability properties

Andrew B. Waight, David Příhoda, Rojan Shrestha et al. · mAbs · 2023 · 36 citations · Full text

Towards better understanding of gradient-based attribution methods for Deep Neural Networks

Marco Ancona, Enea Ceolini, Cengiz Öztireli · arXiv (Cornell University) · 2017 · 30 citations · Full text

Artificial Intelligence, Natural Language Processing, Structured Prediction +14

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