Ilaria Tiddi
5 papers · 2022–2026 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Core AI
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Methods
(2)
Mathematics & Optimization
(1)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Capabilities
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Keywords
shapley value
(3)
model explanation
(2)
feature attribution
(2)
game theory
(1)
feature selection
(1)
data augmentation
(1)
policy learning
(1)
explainable ai
(1)
instruction following
(1)
model interpretability
(1)
trajectory segmentation
(1)
gaussian process
(1)
knowledge graph
(1)
support vector machine
(1)
commonsense reasoning
(1)
high-order interaction
(1)
multilinear game
(1)
play trajectory
(1)
class abstraction
(1)
sample efficiency
(1)
Papers
Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes
AAAI 2026
Data Augmentation for Instruction Following Policies via Trajectory Segmentation
AAAI 2025
Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation
AAAI 2025
Unlocking the Game: Estimating Games in Möbius Representation for Explanation and High-Order Interaction Detection
AAAI 2025
Leveraging Class Abstraction for Commonsense Reinforcement Learning via Residual Policy Gradient Methods
IJCAI 2022