Expressiveness of Matrix and Tensor Query Languages in terms of ML Operators (original) (raw)
Related papers
The Tensor Data Platform: Towards an AI-centric Database System
Cornell University - arXiv, 2022
Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem
2022
Tensor relational algebra for distributed machine learning system design
Proceedings of the VLDB Endowment, 2021
On the Expressiveness of LARA: A Unified Language for Linear and Relational Algebra
2020
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions
ArXiv, 2018
Expressive Power of Linear Algebra Query Languages
Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2021
2022
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks
2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 2021
TF-Coder: Program Synthesis for Tensor Manipulations
ACM Transactions on Programming Languages and Systems
DISTAL: the distributed tensor algebra compiler
Proceedings of the 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation
Mosaic: An Interoperable Compiler for Tensor Algebra
Proceedings of the ACM on Programming Languages
Tools of Tensor Calculus: Symbolic Tensor Calculus with Indexes
Scalable Relational Query Processing on Big Matrix Data
Cornell University - arXiv, 2021
Proceedings of the 31st Symposium on Implementation and Application of Functional Languages, 2019
Similar Tensor Arrays – A Framework for Storage of Tensor Array Data
Advances in Pattern Recognition, 2009
ArXiv, 2016
SIMILAR TENSOR ARRAYS - A FRAMEWORK FOR STORAGE OF TENSOR DATA
2006
Towards a framework for tensor ontologies over Neo4j: Representations and operations
2017 8th International Conference on Information, Intelligence, Systems & Applications (IISA), 2017
2009
University Computing, the Universities and Colleges Information Systems Association of the UK Bulletin of Academic Computing and Information Systems, 1989
Future Directions in Tensor-Based Computation and Modeling
2009
Towards linear algebra over normalized data
Proceedings of the VLDB Endowment, 2017
HeAT – a Distributed and GPU-accelerated Tensor Framework for Data Analytics
2020 IEEE International Conference on Big Data (Big Data), 2020
A Query Language for Multidimensional Arrays: Design, Implementation, and Optimization Techniques
Proceedings of the 1996 ACM …, 1996
Verified tensor-program optimization via high-level scheduling rewrites
Proceedings of the ACM on Programming Languages
Typed Linear Algebra for Efficient Analytical Querying
2018