Multiple PhD Positions in AI and Machine Learning

KU Leuven
2 days ago

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Junior

Job location

Tech stack

Artificial Intelligence
Computer Programming
Machine Learning
Information Technology

Job description

  1. 1 PhD working with Prof. Jesse Davis on safe AI where the goal is to develop verification and reasoning techniques for tree ensembles with applications in planning. This is a joint project in conjunction with Prof. Joerg Hoffmann at University of Saarland.

  2. 1-2 PhD students working with Prof. Hendrik Blockeel and/or Prof. Jesse Davis on the topic of developing novel approaches for learning, compressing, and reasoning about tree ensembles. This work will be undertaken in the context of Flanders AI Research Program (https://www.flandersairesearch.be/en )

  3. 1-2 PhD students working with Prof. Jesse Davis on developing the next generation of approaches for analyzing spatiotemporal data arising from sports matches (e.g., tactcal analyses, player/team evaluation, …). See https://dtai.cs.kuleuven.be/sports

  4. 1-2 PhD working with Prof. Hendrik Blockeel and/or Prof. Jesse Davis on analysis of time series data. The goal is to develop algorithms for detecting anomalies, discovering "motifs" (repeating patterns), incorpoating constraints, integrating domain knowledge, etc. This work will be performed in the context of Flanders AI Research Program (https://www.flandersairesearch.be/en )

You will work under the supervision of and be mentored by one (or combination of) Prof. Jesse Davis, Prof. Hendrik Blockeel, and Dr. Wannes Meert. You will be part of a dynamic team that performs cutting-edge research in artificial intelligence, machine learning and data science. You will play an active role in the research team, publish papers, take part in workshops, public events and other activities.

Requirements

The candidates should have a Master's degree in Computer Science or Artificial Intelligence. Candidates must have advanced theoretical and programming skills, be proficient in oral and written English, possess great communication and multi-tasking skills, and be team-oriented, proactive and result driven. The positions can start immediately, and positions will be filled as soon as suitable candidates are found.

Interested candidates should send their résumé, contact information of 2 or 3 referees, your latest BSc and MSc transcripts (or documentation of achievements in current program) and a motivation letter using the KU Leuven system. The motivation letter should clearly identify the topic(s) the candidate wants to work on, your motivation for those topics and why you are a good fit for them. Please do NOT upload publications or theses to the system.

A PhD position, initially for one year, but extendible until max. 4 years. A stimulating environment at a European top university in a well-equipped, experienced and internationally oriented research unit.

The research will be based at the Department of Computer Science at the Arenberg Campus in Heverlee (close to the center of Leuven)., Research Field Computer science

Education Level Master Degree or equivalent

Languages ENGLISH

Level Mother Tongue

Research Field Computer science » Informatics

Years of Research Experience None, The candidates should have a Master's degree in Computer Science or Artificial Intelligence. Candidates must have advanced theoretical and programming skills, be proficient in oral and written English, possess great communication and multi-tasking skills, and be team-oriented, proactive and result driven. The positions can start immediately, and positions will be filled as soon as suitable candidates are found.

Benefits & conditions

A PhD position, initially for one year, but extendible until max. 4 years. A stimulating environment at a European top university in a well-equipped, experienced and internationally oriented research unit.

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