Russin, Jacob

1. The Relational Bottleneck as an Inductive Bias for Efficient Abstraction
   2023/09/12 by Taylor W. Webb, Webb, Taylor W., Steven Frankland +18 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
2. From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks
   2024/05/24 by Jacob Russin, Russin, Jacob, Sam Whitman McGrath +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Cognitive Science and Mapping #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Semantic Web and Ontologies
3. The dynamic interplay between in-context and in-weight learning in humans and neural networks
   2024/02/13 by Russin, Jacob, Pavlick, Ellie, Frank, Michael J. · 3 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
4. Complementary Structure-Learning Neural Networks for Relational\n Reasoning
   2021/05/19 by Jacob Russin, Maryam Zolfaghar, Russin, Jacob +7 · 1 citation
   Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Memory and Neural Mechanisms #Neural Networks and Applications #Neuroinflammation and Neurodegeneration Mechanisms #Neurons and Cognition (q-bio.NC) #Neuroscience and Neuropharmacology Research