Melih Elibol

According to our database, Melih Elibol authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Legate Sparse: Distributed Sparse Computing in Python.

Rohan Yadav, Wonchan Lee, Melih Elibol, Manolis Papadakis, Taylor Lee-Patti, Michael Garland, Alex Aiken, Fredrik Kjolstad, Michael Bauer

Proceedings of the International Conference for High Performance Computing, 2023

2022

NumS: Scalable Array Programming for the Cloud.

Melih Elibol, Vinamra Benara, Samyu Yagati, Lianmin Zheng, Alvin Cheung, Michael I. Jordan, Ion Stoica

CoRR, 2022

2020

Variance Reduction With Sparse Gradients.

Melih Elibol, Lihua Lei, Michael I. Jordan

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Ray: A Distributed Framework for Emerging AI Applications.

Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, Ion Stoica

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Probabilistic Matrix Factorization for Automated Machine Learning.

Nicoló Fusi, Rishit Sheth, Melih Elibol

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018