Perspectives on Intelligent Systems

Overview

Perspectives on Intelligent Systems is an engaging research conference dedicated to exploring the conceptual, mathematical, and algorithmic frameworks that underpin modern intelligent systems. This workshop invites researchers from mathematics, computer science, and related fields to delve into foundational questions that influence the design, analysis, and comprehension of AI systems.

Instead of focusing on specific tools or applications, our goal is to prioritize first principles, theoretical clarity, and a systems-level understanding. We aim to encourage discussions across different disciplines and foster a deeper engagement with ideas that shape contemporary AI.

The conference is held alongside the AlbaNovus Workshop on Foundations of AI, which facilitates interaction between senior researchers and advanced students while maintaining a distinct research-oriented agenda. Both events are hosted by the University of Vlora.

Topics of Interest

Topics include, but are not limited to:

• Mathematical foundations of machine learning and AI
• Optimization, generalization, and representation learning
• Statistical and probabilistic foundations of intelligent systems
• Learning theory and information-theoretic perspectives
• Algorithmic structure and complexity in AI
• Foundations of deep learning
• Systems perspectives on AI (scalability, robustness, interpretability)
• Causal reasoning and decision-making
• Responsible and principled design of intelligent systems

Confirmed Speakers

• Alda Kika (University of Tirana, AL)
• Amarda Shehu (George Mason University, USA)
• Artur Elezi (American University, USA)
• Edlira Vakaj (Birmingham City University, UK)
• Elinda Kajo Mece (Polytechnic University of Tirana, AL)
• Michael Robinson (American University, USA)
• Mirjeta Pasha (Virginia Tech, USA)
• Ogerta Elezaj (Birmingham City University, UK)
• Richard Ressler (American University, USA)
• Zois Boukouvalas (American University, USA)

📍 Location: Golden Eye Ledscreen Display, Ismail Qemali, 9401, Vlorë, Shqipëria
🔗 Get your ticket here!