Dimitrije Jankov

According to our database1, Dimitrije Jankov authored at least 13 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2017
2018
2019
2020
2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution.
CoRR, 2024

2023
Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning.
Proceedings of the International Conference on Machine Learning, 2023

2021
Lachesis: Automated Partitioning for UDF-Centric Analytics.
Proc. VLDB Endow., 2021

Tensor Relational Algebra for Distributed Machine Learning System Design.
Proc. VLDB Endow., 2021

Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees.
Proc. VLDB Endow., 2021

SecNDP: Secure Near-Data Processing with Untrusted Memory.
IACR Cryptol. ePrint Arch., 2021

Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020
Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning.
SIGMOD Rec., 2020

Tensor Relational Algebra for Machine Learning System Design.
CoRR, 2020

Lachesis: Automated Generation of Persistent Partitionings for Big Data Applications.
CoRR, 2020

Scalable linear algebra on a relational database system.
Commun. ACM, 2020

2019
Declarative Recursive Computation on an RDBMS.
Proc. VLDB Endow., 2019

2017
Real-time High Performance Anomaly Detection over Data Streams: Grand Challenge.
Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, 2017


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