Matteo Interlandi

Principal Researcher, Microsoft

Joined

October 2018

Names

Matteo Interlandi (Preferred)

Emails

****@microsoft.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

Microsoft (microsoft.com)

2017 – Present

Postdoc

University of California, Los Angeles (ucla.edu)

2014 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Data Debugging with Shapley Importance over Machine Learning Pipelines
Bojan Karlaš, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang
- ICLR 2024 poster
- Readers: Everyone
Query Processing on Tensor Computation Runtimes
Dong He, Supun Chathuranga Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi
- 2022 (modified: 15 Sept 2022)
- Proc. VLDB Endow. 2022
- Readers: Everyone
Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines
Fotis Psallidas, Yiwen Zhu, Bojan Karlas, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, K. Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos
- 2022 (modified: 15 Sept 2022)
- SIGMOD Rec. 2022
- Readers: Everyone
Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem
Yuki Asada, Victor Fu, Apurva Gandhi, Advitya Gemawat, Lihao Zhang, Vivek Gupta, Ehi Nosakhare, Dalitso Banda, Rathijit Sen, Matteo Interlandi
- 2022 (modified: 15 Sept 2022)
- Proc. VLDB Endow. 2022
- Readers: Everyone
Deploying a Steered Query Optimizer in Production at Microsoft
Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc T. Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal
- 2022 (modified: 15 Sept 2022)
- SIGMOD Conference 2022
- Readers: Everyone
Query Processing on Tensor Computation Runtimes
Dong He, Supun Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi
- 2022 (modified: 15 Sept 2022)
- CoRR 2022
- Readers: Everyone
End-to-end Optimization of Machine Learning Prediction Queries
Kwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos
- 2022 (modified: 15 Sept 2022)
- SIGMOD Conference 2022
- Readers: Everyone
End-to-end Optimization of Machine Learning Prediction Queries
Kwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos
- 2022 (modified: 15 Sept 2022)
- CoRR 2022
- Readers: Everyone
Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines
Bojan Karlas, David Dao, Matteo Interlandi, Bo Li, Sebastian Schelter, Wentao Wu, Ce Zhang
- 2022 (modified: 15 Sept 2022)
- CoRR 2022
- Readers: Everyone
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Modele
Gyeong-In Yu, Saeed Amizadeh, Sehoon Kim, Artidoro Pagnoni, Ce Zhang, Byung-Gon Chun, Markus Weimer, Matteo Interlandi
- 2021 (modified: 15 Sept 2022)
- Proc. VLDB Endow. 2021
- Readers: Everyone

View all 75 publications

Co-Authors

View all 173 co-authors