第二届「简约与学习会议 (CPAL)」即将在斯坦福大学举办，这是一场专注于机器学习、信号处理和优化等领域中简约与低维结构问题的年度学术盛会。CPAL会议旨在提供一个广泛的科学论坛，让来自不同领域的研究人员能够分享见解，并共同努力构建一个现代理论和计算框架，以简洁学习的视角理解智能和科学。
首届CPAL会议于2024年1月在香港大学成功举办，吸引了数百名来自世界各地的参会者。会议不仅提供了四天丰富多彩的议程，还邀请了九位特邀讲者和十六位新星奖得主，以及近百篇接受论文进行口头或海报报道。第二届CPAL会议计划于2025年3月底在斯坦福大学举行，由斯坦福大学数据科学院承办。
CPAL会议的关键日期包括：2024年11月25日的大会论文投稿截止日期，以及2025年3月24-27日的会议举行日期。此外，会议还设有“学术新星”鼓励计划，旨在支持年轻研究人员，为他们提供展示研究成果和与领域内顶尖学者交流的机会。
CPAL会议的两个轨道包括大会论文集和近期焦点轨道，为研究人员提供了展示最新研究成果的平台。会议的举办不仅促进了学术界的交流合作，也推动了简约与学习领域的发展。通过CPAL会议，研究人员可以共同探讨如何从数据中学习简约模型，理解世界数据的结构和可预测性，以及如何利用简约性来提升智能系统的性能。
英语如下：
News Title: “Simplicity and Learning Conference: Stanford University Unveils Academic Feast”
Keywords: Simplicity Learning, CPAL Conference, Stanford University
News Content:
The second “Simplicity and Learning Conference (CPAL)” is set to take place at Stanford University, an annual academic extravaganza dedicated to simplifying and low-dimensional structures in the fields of machine learning, signal processing, and optimization. The CPAL conference aims to provide a broad scientific forum where researchers from various disciplines can share insights and collaborate to build a modern theoretical and computational framework for understanding intelligence and science through the lens of simplicity learning.
The inaugural CPAL conference was successfully held at the University of Hong Kong in January 2024, attracting hundreds of participants from around the world. The conference not only offered a rich four-day agenda but also featured nine distinguished speakers and sixteen recipients of the Rising Star Award, as well as over a hundred accepted papers presented orally or as posters. The second CPAL conference is planned to be held at Stanford University in late March 2025, hosted by the Stanford University Data Science Institute.
Key dates for the CPAL conference include the deadline for full paper submissions, November 25, 2024, and the conference dates from March 24 to 27, 2025. Additionally, the conference features an “Academic Rising Star” encouragement program aimed at supporting young researchers, providing them with opportunities to showcase their research outcomes and exchange ideas with top scholars in the field.
The two tracks of the CPAL conference include the main conference proceedings and recent focus tracks, offering researchers a platform to present their latest research findings. The conference not only promotes academic exchanges and collaborations but also drives the development of the field of simplicity and learning. Through the CPAL conference, researchers can collectively explore how to learn simple models from data, understand the structure of world data and its predictability, and how to leverage simplicity to enhance the performance of intelligent systems.
【来源】https://www.jiqizhixin.com/articles/2024-07-31-2
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