Dudzik, Andrew

1. A Generalist Neural Algorithmic Learner
   2022/09/22 by Borja Ibarz, Vitaly Kurin, Ibarz, Borja +27 · 2 voices · 4 citations
   Computer Science · #Machine Learning and Algorithms #Advanced Graph Neural Networks #Advanced Neural Network Applications
2. Position: Categorical Deep Learning is an Algebraic Theory of All Architectures
   2024/02/23 by Bruno Gavranović, Paul Lessard, Gavranović, Bruno +9 · 2 voices · 9 citations
   Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Category Theory (math.CT) #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Psychiatry, Mental Health, Neuroscience #Rings and Algebras (math.RA) #Urban Design and Spatial Analysis #cs.AI #cs.LG #math.CT #math.RA #stat.ML
3. Imitating Interactive Intelligence
   2020/12/10 by Josh Abramson, Arun Ahuja, Abramson, Josh +55 · 8 citations
   Computer Science · #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Domain Adaptation and Few-Shot Learning
4. Graph Neural Networks are Dynamic Programmers
   2022/03/29 by Andrew Dudzik, Petar Veličković, Dudzik, Andrew +1 · 4 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Category Theory (math.CT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Software Engineering Research
5. Asynchronous Algorithmic Alignment with Cocycles
   2023/06/27 by Dudzik, Andrew, von Glehn, Tamara, Pascanu, Razvan +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Commutative Algebra (math.AC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
6. Transformers meet Neural Algorithmic Reasoners
   2024/06/13 by Wilfried Bounsi, Borja Ibarz, Bounsi, Wilfried +13 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications