Ana Lucic
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
AAAI (2)
ACL (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
counterfactual explanation
(2)
benchmark evaluation
(1)
semi-supervised learning
(1)
natural language processing
(1)
ai education
(1)
computational linguistics
(1)
feature attribution
(1)
model interpretability
(1)
machine learning
(1)
tree ensemble
(1)
optimization framework
(1)
model explanation
(1)
model explainability
(1)
open science
(1)
research methodology
(1)
experimental methodology
(1)
experimental validation
(1)
graph neural network
(1)
probabilistic approximation
(1)
edge deletion
(1)
Papers
Clifford-Steerable Convolutional Neural Networks
ICML 2024
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
AAAI 2022
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence
AAAI 2022
ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing
ACL 2022
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks
AISTATS 2022