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Research Opportunity

Electrical Engineering

Work description

• Push forward the state of the art knowledge in machine learning regarding methods for neural networks complexity reduction;
• Development of methods for the evaluation of biases, fairness, overestimation and related metrics;
• Study, development and comparison of diverse approaches to reduce the complexity of neural networks;
• Development of benchmarking approaches that go beyond the traditional Accuracy vs Complexity trade-off;
• Exercise critical thinking in evaluating the research process and the results obtained.

Academic Qualifications

The awarding of the grant is dependent on the applicants' enrolment in study cycle or non-award courses of Higher Education Institutions

Minimum profile required

Experience in Computer Vision and Machine Learning.

Preference factors

Experience in research projects, and writing of scientific papers.

Maintenance stipend: € 1259,64, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC TEC and Annex II), up to a maximum limit of 50% of the monthly maintenance stipend.

Application Period

Since 03 May 2024 to 16 May 2024

Centre

Telecommunications and Multimedia

Scientific Advisor

Ana Filipa Sequeira

What we offer

• Multicultural and collaborative environment
• A multicultural, international and collaborative environment that makes it easier to exchange ideas, work in networks and create synergies.
• International projects
• The possibility of working in international projects with some of the most important companies in the field.
• Mentoring
• Mentoring with the best researchers in the fields of electrical and industrial engineering, bioengineering, information technology and physics.
• Self Improvement
• The possibility of participating in international conferences, workshops, seminars and vocational training.
• Other Benefits and Perks
• Flexible working time, health insurance, discounts in hotels, transportation, etc.
• Informal Events
• Annual informal events, such as the multicultural party.

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