Overview
The Annual Conference on Parsimony and Learning (CPAL) is set to take place from March 23-26, 2026, in Tübingen, Germany. As part of this event, the CPAL committee is inviting applications for its prestigious Rising Stars Award. This award aims to highlight and support the contributions of emerging researchers in the fields of machine learning, signal processing, and optimization, particularly those focusing on parsimonious and low-dimensional structures.
Background & Relevance
The significance of parsimonious modeling in machine learning cannot be overstated. As the field evolves, there is an increasing need for models that are not only effective but also efficient, minimizing complexity while maximizing interpretability. This award seeks to encourage innovative research that aligns with these principles, fostering a community dedicated to advancing knowledge in machine learning and its applications.
Key Details
- Application Deadline: December 15, 2025
- Notification Date: January 21, 2026
- Conference Dates: March 23-26, 2026
- Location: Tübingen, Germany
- Award Benefits:
- Full registration waiver for CPAL 2026
- Dedicated poster session for awardees
- Opportunities for career development through panels and networking
- Inclusion in a supportive network promoting diversity and equity
- Link to Guidelines: CPAL Rising Stars Guidelines
Eligibility & Participation
The Rising Stars Award is open to:
– Full-time graduate students in their final year of PhD studies
– Post-doctoral researchers or fellows
– First-year tenure-track faculty members
– Industry researchers who have graduated within the last two years
– Applicants must be working on topics related to parsimonious or low-dimensional structures in machine learning, signal processing, or optimization.
– Applications are welcome from researchers worldwide, with a limit of one application per individual.
Submission or Application Guidelines
To apply for the Rising Stars Award, candidates must submit the following:
– Name and contact information
– Current resume or CV
– Tentative title for the poster presentation
– A one-page research statement detailing goals, potential projects, long-term vision, and contributions to an inclusive scientific community
– A list of 1-2 references, including their email addresses
Interested individuals can fill out the application form linked in the guidelines provided above.
Additional Context / Real-World Relevance
The CPAL Rising Stars Award not only recognizes outstanding contributions in machine learning but also emphasizes the importance of diversity and inclusion within the research community. By supporting early-career researchers, the award aims to cultivate a new generation of leaders who will advance the field and address its challenges.
Conclusion
The CPAL Rising Stars Award presents an exciting opportunity for emerging researchers to gain recognition and support in their academic and professional journeys. Interested candidates are encouraged to apply and take part in this vibrant community committed to innovation and inclusivity in machine learning.
Category: CFP & Deadlines
Tags: machine learning, signal processing, optimization, parsimonious models, early-career researchers, CPAL, Tübingen, diversity, inclusion
Estimated reading time: 2 minutes
