Jacek Mańdziuk
11 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver
🧬
Topic Evolution
🏆
Keyword Champion
(4)
🚀
Conference Pioneer
🗃️
Keyword Collector
(56)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(8)
Deep Learning
(5)
Core Methods
(5)
Mathematics & Optimization
(4)
Architectures
(4)
Learning Types · Machine Learning
(4)
Optimization
(4)
Optimization & Theory
(4)
Computer Vision
(3)
Analysis
(3)
Learning Types · Deep Learning
(3)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
raven's progressive matrice
(4)
abstract visual reasoning
(3)
neural network
(3)
visual reasoning
(3)
mixed nash equilibrium
(2)
imperfect information
(2)
transfer learning
(2)
memetic algorithm
(2)
adversarial robustness
(2)
coevolutionary algorithm
(2)
evolutionary algorithm
(2)
abstract reasoning
(2)
neural architecture
(1)
game theory
(1)
out-of-distribution generalization
(1)
deep learning
(1)
robust optimization
(1)
extensive-form game
(1)
knowledge transfer
(1)
zero-sum game
(1)
Papers
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
IJCAI 2025
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
IJCAI 2025
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution
AAAI 2025
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
ICML 2025
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
AAAI 2024
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems
AAAI 2024
Don’t Predict Counterfactual Values, Predict Expected Values Instead
AAAI 2023
Duel-based Deep Learning system for solving IQ tests
AISTATS 2022
Evolutionary Approach to Security Games with Signaling
IJCAI 2022
Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games
AAAI 2020
A Memetic Approach for Sequential Security Games on a Plane with Moving Targets
AAAI 2019