Meghdad Kurmanji

According to our database, Meghdad Kurmanji authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

2024

Machine Unlearning in Learned Databases: An Experimental Analysis.

Meghdad Kurmanji, Eleni Triantafillou, Peter Triantafillou

Proc. ACM Manag. Data, February, 2024

DEPT: Decoupled Embeddings for Pre-training Language Models.

Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas D. Lane

CoRR, 2024

Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition.

Eleni Triantafillou, Peter Kairouz, Fabian Pedregosa, Jamie Hayes, Meghdad Kurmanji, Kairan Zhao, Vincent Dumoulin, Júlio C. S. Jacques Júnior, Ioannis Mitliagkas, Jun Wan, Lisheng Sun-Hosoya, Sergio Escalera, Gintare Karolina Dziugaite, Peter Triantafillou, Isabelle Guyon

CoRR, 2024

What makes unlearning hard and what to do about it.

Kairan Zhao, Meghdad Kurmanji, George-Octavian Barbulescu, Eleni Triantafillou, Peter Triantafillou

CoRR, 2024

2023

Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data.

Meghdad Kurmanji, Peter Triantafillou

Proc. ACM Manag. Data, 2023

Towards Unbounded Machine Unlearning.

Meghdad Kurmanji, Peter Triantafillou, Eleni Triantafillou

CoRR, 2023

Towards Unbounded Machine Unlearning.

Meghdad Kurmanji, Peter Triantafillou, Jamie Hayes, Eleni Triantafillou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

PGMJoins: Random Join Sampling with Graphical Models.

Ali Mohammadi Shanghooshabad, Meghdad Kurmanji, Qingzhi Ma, Michael Shekelyan, Mehrdad Almasi, Peter Triantafillou

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Learned Approximate Query Processing: Make it Light, Accurate and Fast.

Qingzhi Ma, Ali Mohammadi Shanghooshabad, Mehrdad Almasi, Meghdad Kurmanji, Peter Triantafillou

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021