Daniele Rossini
4 papers · 2018–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
EMNLP (2)
AAAI (1)
IJCNLP (1)
Top co-authors
Keywords
kernel-based deep architecture
(3)
layerwise relevance propagation
(3)
explanatory model
(2)
neural architecture
(2)
model interpretability
(2)
deep neural network
(1)
algorithmic bia
(1)
semantic inference
(1)
knowledge discovery
(1)
model transparency
(1)
model fairness
(1)
ethical ai
(1)
model auditing
(1)
ethical alignment
(1)
kernel methods
(1)
audit methodology
(1)
explanatory reasoning
(1)
semantic role labeling
(1)
formal knowledge
(1)
responsible ai
(1)
Papers
Actionable Ethics through Neural Learning
AAAI 2020
Auditing Deep Learning processes through Kernel-based Explanatory Models
EMNLP 2019
Auditing Deep Learning processes through Kernel-based Explanatory Models
IJCNLP 2019
Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures
EMNLP 2018