Tomasz Michalak
7 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Learning Types
(2)
Optimization
(2)
Data Science & Analytics
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Foundations
(1)
Mathematics
(1)
Keywords
game theory
(3)
shapley value
(3)
graph analysis
(1)
feature importance
(1)
deep learning
(1)
strategic manipulation
(1)
knowledge base
(1)
mixed integer programming
(1)
temporal analysis
(1)
tree ensemble
(1)
model explanation
(1)
algorithmic progress
(1)
multilayer network
(1)
banzhaf value
(1)
ensemble pruning
(1)
constraint programming
(1)
security game
(1)
trust prediction
(1)
network centrality
(1)
centrality measure
(1)
Papers
Shapley Consensus Deep Learning for Ensemble Pruning
WACV 2025
On Manipulating Weight Predictions in Signed Weighted Networks
AAAI 2023
Two-phase Attacks in Security Games
UAI 2023
Improved feature importance computation for tree models based on the Banzhaf value
UAI 2022
Hiding in Multilayer Networks
AAAI 2020
Quantifying Algorithmic Improvements over Time
IJCAI 2018
Spiteful Bidding in the Dollar Auction
IJCAI 2015