Fabian Fumagalli
10 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Cross-Pollinator (13) ๐ Renaissance Researcher (5) ๐บ๏ธ Taxonomy Completionist (17)
๐
Conference Polyglot
(7)
๐
Grand Slam
๐ค
Dynamic Duo
(10)
๐
Century Club
(10)
Conferences
AAAI (2)
AISTATS (2)
NIPS (2)
EMNLP (1)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
shapley value
(6)
feature attribution
(4)
model interpretability
(3)
shapley interaction
(2)
large language model
(2)
explainable ai
(2)
feature interaction
(2)
explainable artificial intelligence
(2)
sampling approximation
(2)
game theory
(2)
gradient boosted tree
(1)
model interpretation
(1)
shapley interaction index
(1)
social bias detection
(1)
ablation study
(1)
adaptive prompting
(1)
polynomial arithmetic
(1)
conceptual metaphor
(1)
prompt composition
(1)
interaction index
(1)
Papers
HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization
AAAI 2026
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions
EMNLP 2025
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
AISTATS 2025
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
ICLR 2025
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection
NAACL 2025
shapiq: Shapley Interactions for Machine Learning
NIPS 2024
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
AAAI 2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
AISTATS 2024
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions
ICML 2024
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
NIPS 2023