Phd Position Trustworthy Recommender Systems

7 maanden geleden

Delft, Nederland TU Delft Voltijd

PhD Position Trustworthy Recommender Systems-
Join Us in Shaping the Future of Trustworthy Recommender Systems Through Innovative Research and Scholarship

Job description

Recommender systems are pivotal in shaping our online experiences, influencing the content we engage with, the products we purchase, and our social interactions. These systems, driven by machine learning, support a wide range of human decision-making processes across e-commerce, social platforms, entertainment, transportation networks, healthcare services, and cybersecurity.

While traditionally evaluated by their accuracy, there's a growing recognition within the research community of the importance of broader evaluation metrics. Fairness, diversity, robustness, explainability, transparency, and privacy are now seen as essential pillars for the overall health and sustainability of these systems. Trustworthy recommender systems are those that not only provide accurate and relevant recommendations but also prioritize these principles to foster user trust and confidence.
- Algorithmic Transparency and Explainability: Investigating methods to transparently explain the rationale behind recommendations, providing users with insights into why certain suggestions are made.
- Bias Mitigation and Fairness: Implementing strategies to address algorithmic biases, ensuring equitable treatment of all users and promoting diversity and inclusivity in recommendations.
- Privacy-Preserving Recommendations: Exploring approaches for personalized recommendations while preserving user privacy and minimizing data exposure.
- Robustness and Safety: Developing mechanisms to withstand adversarial attacks, ensure system stability in diverse environments, and protect users from harmful or inappropriate recommendations.

**Requirements**:

- Hold a Master’s degree in Computer Science, Data Science, Machine Learning, Artificial Intelligence, or a related field.
- Demonstrate a strong mathematical foundation in optimization, statistical learning, and probability.
- Possess a thorough understanding of machine learning, information retrieval, and recommender system methodologies.
- Exhibit proficiency in programming languages, preferably Python, and in implementing machine learning solutions using PyTorch or TensorFlow.
- Display proficient communication skills in English, both written and verbal.
- Showcase the ability to work independently as well as collaboratively within a team.

Conditions of employment

The TU Delft offers a customisable compensation package, discounts on health insurance, and a monthly work costs contribution. Flexible work schedules can be arranged.

For international applicants, TU Delft has the Coming to Delft Service. This service provides information for new international employees to help you prepare the relocation and to settle in the Netherlands. The Coming to Delft Service offers a Dual Career Programme for partners and they organise events to expand your (social) network.

Why Join Us?
- Impactful Research: Contribute to projects that make a significant difference in various sectors.
- Inclusive Environment: Work in a supportive and diverse setting that values every team member.
- Professional Growth: Engage in continuous learning and development opportunities.
- Collaborative Team: Join a team that encourages innovation and values collaborative efforts

TU Delft (Delft University of Technology)

Delft University of Technology is built on strong foundations. As creators of the world-famous Dutch waterworks and pioneers in biotech, TU Delft is a top international university combining science, engineering and design. It delivers world class results in education, research and innovation to address challenges in the areas of energy, climate, mobility, health and digital society. For generations, our engineers have proven to be entrepreneurial problem-solvers, both in business and in a social context.

Challenge. Change. Impact

Faculty Electrical Engineering, Mathematics and Computer Science

The Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS) brings together three scientific disciplines. Combined, they reinforce each other and are the driving force behind the technology we all use in our daily lives. Technology such as the electricity grid, which our faculty is helping to make completely sustainable and future-proof. At the same time, we are developing the chips and sensors of the future, whilst also setting the foundations for the software technologies to run on this new generation of equipment - which of course includes AI. Meanwhile we are pushing the limits of applied mathematics, for example mapping out disease processes using single cell data, and using mathematics to simulate gigantic ash plumes after a volcanic eruption. In other words: there is plenty of room at the faculty for ground-breaking research. We educate innovative engineers and have excellent labs and facilities that underline our strong

  • Phd Position Systems Science for Sustainable Safety

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Systems Science for Sustainable Safety- Job description At the Institute for Health Systems Science (IHSS) at the faculty of Technology, Policy and Management (TPM), a PhD position will become available dedicated to responsibility in healthcare systems in relation to safe care. The IHSS is a recently established TPM initiative that has a...

  • Phd Position Value-based Assessment Methods for Ai Systems

    3 weken geleden

    Delft, Nederland TU Delft Voltijd

    **PhD Position Value-Based Assessment Methods for AI Systems**: **Challenge**: Developing and operationalizing value-based assessment methods for AI systems. **Change**: Driving validation of AI systems to ensure that only trustworthy models are used. **Impact**: Enhancing police trustworthiness through AI alignment at the Dutch National Police. **Job...

  • Phd Position Particle Free Contactless Wafer

    7 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Particle Free Contactless Wafer Handling- Job description The fast and accurate handling, transportation, and positioning of thin, sensitive substrates, such as Si-wafers, solar cells, and flat panel display glass panels are all core operations in production and manufacturing systems in high-tech industry, and substrate handling systems can be...

  • Phd Position

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD position - AI DeMoS Lab- Improve our practice of democracy in the age of AI Develop AI systems for a meaningful democratic engagement. Job description TU Delft is a top tier university and is exceedingly active in the field of Artificial intelligence. AI DeMoS Lab is one of the Delft AI labs, which focuses on developing AI for democracy. The lab aims...

  • Phd Position Explainable Reinforcement Learning for

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Explainable Reinforcement Learning for Maintenance Planning under Uncertainty- Improve safety in aviation by developing explainable AI systems that optimize maintenance planning under uncertainty. Job description The goal of this PhD is to harness the power of Reinforcement Learning (RL) to enhance air transport planning under uncertainty. It...

  • Phd Position Technology for Electrochemical

    1 maand geleden

    Delft, Nederland TU Delft Voltijd

    **PhD Position Technology for Electrochemical Membrane Processes**: - How to make conversion of CO2 into sustainable chemicals a reality?The energy transition impacts all energy- Faculteit/Servicecenter: - Salaris range: €2872 - €3670- Uren per week: 32-40- FTE: 0,8-1,0- Solliciteren kan tot en met: 4 Jan 2025- ID vacature: 1304

  • Phd Position Safe Learning for Interconnected

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Safe Learning for Interconnected Systems- Job description The successful applicants will work on algorithms and techniques to make Safe Learning (SL) for Large Interconnected Systems a reality. This is a unique opportunity to develop and test new AI techniques for complex interconnected systems, such as those in future (6G and beyond)...

  • Phd Position Artificial Intelligence for State Evaluation of Socio-physical Systems

    3 weken geleden

    Delft, Nederland TU Delft Voltijd

    **PhD Position Artificial Intelligence for State Evaluation of Socio-Physical Systems**: **Job description**: Our society relies on well-functioning infrastructure systems, such as transportation, water and energy supply, and telecommunication networks. These systems are highly interdependent, and poor performance or malfunction of one or several of them can...

  • Phd Position Trustworthiness of Auto-generated

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD position Trustworthiness of Auto-Generated Systems- Job description We are seeking a motivated PhD student to work on the challenge of ensuring trustworthiness for auto-generated software. The increasing reliance on third-party software, including the use of AI agents for code, significantly enhances the efficiency of software development. However,...

  • Phd Position Aerodynamics and Aeroelasticity of

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Aerodynamics and Aeroelasticity of Extra-Large Wind Turbines- Job description The energy transition necessitates a substantial expansion of wind energy, requiring a six-fold increase in the current installed wind energy capacity. Increased turbine sizes with larger rotor diameters that capture more wind power are an important cost reduction...

  • Phd Position Artificial Physical Awareness

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Artificial Physical Awareness Controller Synthesis- **_In this ERC Consolidator Grant project a new paradigm called Artificial Physical Awareness will be developed that aims to improve the efficiency and safety of autonomous robots after system failures._** Job description This PhD project is conducted within the ERC Consolidator Grant project...

  • Phd Position Value-based Assessment Methods for Ai

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Value-Based Assessment Methods for AI Systems- **Challenge**: Developing and operationalizing value-based assessment methods for AI systems. **Change**: Driving validation of AI systems to ensure that only trustworthy models are used. **Impact**: Enhancing police trustworthiness through AI alignment at the Dutch National Police. Job...

  • Phd Position Aem Water Electrolysis

    1 maand geleden

    Delft, Nederland TU Delft Voltijd

    **PhD Position AEM Water Electrolysis**: **_How to develop technologies for affordable green hydrogen?_** **Job description**: Green hydrogen, produced via water electrolysis using renewable electricity, is one of the cleanest fuels and chemicals. The ambitions for producing green hydrogen are huge; EU wants to use 20 million tonnes of green hydrogen in...

  • Phd Position 24/7 Dynamic Comfort

    4 weken geleden

    Delft, Nederland TU Delft Voltijd

    **PhD Position 24/7 Dynamic Comfort**: **_Passionate about shaping climate-responsive and climate-inclusive design? Join TU Delft to revolutionise thermal comfort research in buildings and neighbourhoods._** **Job description** Delft University of Technology, Faculty of Architecture and the Built Environment, is offering a PhD position within the ‘**24/7...

  • Phd Position Effective Metadata Management for

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Effective Metadata Management for Data-Driven Plant Resilience Enhancement- **_Join us in advancing the frontier of plant sciences and making a tangible impact on agricultural resilience through the power of machine learning!_** Job description This exciting opportunity will involve analyzing the research gaps for establishing effective...

  • Phd Position On The Energy Transition

    1 maand geleden

    Delft, Nederland TU Delft Voltijd

    **PhD Position on the Energy Transition - Business Dynamics of Decentral Flexibility Designs**: **_Do you want to contribute to the energy transition, engage with renewable energy experts, and develop model-based policy recommendations? Join our interdisciplinary faculty to create impact._** Decentralized flexibility is pivotal to the energy transition....

  • Phd Position Safe Control of Uncertain Systems From

    1 maand geleden

    Delft, Nederland TU Delft Voltijd

    **PhD Position Safe Control of Uncertain Systems from Data**: **_Challenge:_**_ Ensure the safety of the decisions of probabilistic systems using data_ **_Change:_**_ Develop novel control theory and machine learning methods for uncertain dynamical systems_ **_Impact: _**_Produce new intelligent, possibly data-driven, methods for safe control of...

  • Phd Position Exploiting Mmwave Radars and Machine

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Exploiting mmWave Radars and Machine Learning to Design Privacy-Aware Monitoring Systems- PhD position on Embedded Systems & Machine Learning. Job description Your research goal will be to create a system that monitors a given area but in a privacy-preserving manner (without using cameras). Monitoring is central to the efficient and safe...

  • Phd Position Stochastic Safe Envelope Prediction of

    4 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Stochastic Safe Envelope Prediction of Damaged Drones- **_In this ERC Consolidator Grant project a new paradigm called Artificial Physical Awareness will be developed that aims to improve the efficiency and safety of autonomous robots after system failures._** Job description This PhD project is conducted within the ERC Consolidator Grant...

  • Phd Position Modeling and Monitoring of

    7 maanden geleden

    Delft, Nederland TU Delft Voltijd

    PhD Position Modeling and Monitoring of Fiber-reinforced Composite Ships Under Extreme Loads- **_This PhD position deals with development of innovative modeling and monitoring methods for ship structures made of fiber-reinforced composites under extreme loads._** Job description Fiber-reinforced composite (FRC) structural members offer significant...