Maximilian Schleich

Maximilian Schleich

Doctoral Student

Student, Kellogg College

Leaving date: 14th January 2020

Themes:

• Data, Knowledge and Action

Completed Projects:

• FDB

Interests

I am currently a fourth year DPhil (PhD) student in Computer Science at the University of Oxford, where I am a member of the FDB research group. I conduct research on in-databse analytics, which is at the interface of data management and machine learning, under the supervision of Dan Olteanu.

Check out my personal website for more information about me, or our group website for more information about the project.

Publications

• A Layered Aggregate Engine for Analytics Workloads. [arxiv]
  M. Schleich, D. Olteanu, M. Abo Khamis, H. Ngo and X. Nguyen.
  In ACM SIGMOD, Amsterdam, July 2019.
  Updated version in arXiv report 1906.08687, June 2019.

• On Functional Aggregate Queries with Additive Inequalities. [arxiv]
  M. Abo Khamis, R. Curtin, B. Moseley, H. Ngo, X. Nguyen, D. Olteanu and M. Schleich.
  In ACM Principles of Database Systems (PODS), Amsterdam, July 2019.
  Extended version in arXiv report 1812.09526, April 2019.

• AC/DC: In-Database Learning Thunderstruck. [arxiv]  
  Mahmoud Abo Khamis, Hung Ngo, XuanLong Nguyen, Dan Olteanu, and Maximilian Schleich. 
  In 2nd Workshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD), Houston, June 2018. 
  Also, arXiv report 1803.07480, March 2018.

• In-Database Learning with Sparse Tensors. [arxiv]  
  Mahmoud Abo Khamis, Hung Ngo, XuanLong Nguyen, Dan Olteanu, and Maximilian Schleich.
  In ACM Principles of Database Systems (PODS), Houston, June 2018.
  Also, arXiv report 1703.04780, March 2017.

• In-Database Factorized Learning. [local] 
  Hung Ngo, XuanLong Nguyen, Dan Olteanu, and Maximilian Schleich. 
  In Alberto Mendelzon Workshop (AMW), Montevideo, June 2017. 
  Extended version in arXiv report 1703.04780.

• Factorized Databases. [accepted version] 
  Dan Olteanu and Maximilian Schleich. 
  In SIGMOD Record (Database Principles Column), vol. 45, no. 2, June 2016. 

• F: Regression Models over Factorized Views. [pdf, poster] 
  Dan Olteanu and Maximilian Schleich. 
  In PVLDB 9(13), New Delhi, Sept 2016. 

• Learning Linear Regression Models over Factorized Joins. [updated version, poster] 
  Maximilian Schleich and Dan Olteanu and Radu Ciucanu. 
  In ACM SIGMOD, San Francisco, June 2016

Supervisor