Meghdad Kurmanji

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Approximate Query Processing

Top Venues

Proc. ACM Manag. Data

SIGMOD Conference

Publications

Meghdad Kurmanji, Eleni Triantafillou, Peter Triantafillou
Machine Unlearning in Learned Databases: An Experimental Analysis. Proc. ACM Manag. Data 2 (1) (2024)
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
Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition. CoRR (2024)
Kairan Zhao, Meghdad Kurmanji, George-Octavian Barbulescu, Eleni Triantafillou, Peter Triantafillou
What makes unlearning hard and what to do about it. CoRR (2024)
Meghdad Kurmanji, Eleni Triantafillou, Peter Triantafillou
Machine Unlearning in Learned Databases: An Experimental Analysis. CoRR (2023)
Meghdad Kurmanji, Peter Triantafillou
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data. Proc. ACM Manag. Data 1 (1) (2023)
Meghdad Kurmanji, Peter Triantafillou, Eleni Triantafillou
Towards Unbounded Machine Unlearning. CoRR (2023)
Meghdad Kurmanji, Peter Triantafillou, Jamie Hayes, Eleni Triantafillou
Towards Unbounded Machine Unlearning. NeurIPS (2023)
Meghdad Kurmanji, Peter Triantafillou
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data. CoRR (2022)
Ali Mohammadi Shanghooshabad, Meghdad Kurmanji, Qingzhi Ma, Michael Shekelyan, Mehrdad Almasi, Peter Triantafillou
PGMJoins: Random Join Sampling with Graphical Models. SIGMOD Conference (2021)
Qingzhi Ma, Ali Mohammadi Shanghooshabad, Mehrdad Almasi, Meghdad Kurmanji, Peter Triantafillou
Learned Approximate Query Processing: Make it Light, Accurate and Fast. CIDR (2021)