Robinson, Michael
- Token embeddings violate the manifold hypothesis
2025/04/01 by Robinson, Michael, Dey, Sourya, Chiang, Tony · 7 voices · 7 citations
#53Z50 #62H15 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- The structure of the token space for large language models
2024/10/11 by Michael Robinson, Sourya Dey, Robinson, Michael +4 · 4 voices · 3 citations
Computer Science · #Natural Language Processing Techniques
- Sheaves are the canonical datastructure for sensor integration
2016/03/04 by Robinson, Michael · 2 citations
#55N30 #Algebraic Topology (math.AT) #FOS: Mathematics
- Cohomology of diagrams of algebras
2008/02/25 by Robinson, Michael · 1 citation
#18C15 #18G55 #18G99 #FOS: Mathematics #K-Theory and Homology (math.KT)
- Asynchronous logic circuits and sheaf obstructions
2010/08/16 by Michael Robinson, Robinson, Michael · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Formal Methods in Verification #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #VLSI and Analog Circuit Testing
- The cohomology of lambda-rings and Psi-rings
2011/01/15 by Michael Robinson, Robinson, Michael · 1 citation
Mathematics · #Advanced Topics in Algebra #Algebraic structures and combinatorial models #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology #K-Theory and Homology (math.KT)
- Sheaf and duality methods for analyzing multi-model systems
2016/04/15 by Robinson, Michael · 1 citation
#18F20 #46M20 #Algebraic Topology (math.AT) #FOS: Mathematics
- Prospects for inconsistency detection using large language models and sheaves
2024/01/30 by Steve Huntsman, Huntsman, Steve, Michael Robinson +3 · 4 citations
Computer Science · Decision Sciences · #Algebraic Topology (math.AT) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Data Quality and Management #FOS: Computer and information sciences #FOS: Mathematics #Topic Modeling
- Understanding networks and their behaviors using sheaf theory
2013/08/21 by Michael Robinson, Robinson, Michael · 1 citation
Computer Science · Mathematics · #Topological and Geometric Data Analysis #Homotopy and Cohomology in Algebraic Topology #Advanced Graph Neural Networks
- Cosheaf Representations of Relations and Dowker Complexes
2020/05/25 by Michael Robinson, Robinson, Michael · 1 citation
Computer Science · Mathematics · #55U10 #Algebraic Topology (math.AT) #Computational Drug Discovery Methods #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology #Topological and Geometric Data Analysis