The 38th Annual Conference on Learning Theory (COLT 2025) will take place June 30th-July 4th, 2025 in Lyon, France. We invite submissions of papers addressing theoretical aspects of machine learning, broadly defined as a subject at the intersection of computer science, statistics and applied mathe...
科技司将招聘专家并培训现有人员，以提高从业人员的AI/ML能力，从而更有效地完成科技任务。此外，科技司...
2023. Assuming the circumstances allow for an in-person conference it will be held in Bangalore, India. We invite submissions of papers addressing theoretical aspects of machine learning, broadly defined as a subject at the intersection of computer science, statistics and applied mathematics. We...
Systems That Learn: An Introduction to Learning Theory for Cognitive and Computer Scientists Systems That Learn presents a mathematical framework for the study of learning in a variety of domains. It provides the basic concepts and techniques of le......
[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 997 || Reflecting and self-confident inductive inference machinesReflection denotes someones activity of thinking about oneself as well as about one's relation to the outside world. In particular, reflecting means pondering about ...
task relatedness for multiple task learning,” in Proceedings of Computational Learning Theory (COLT)...
In subject area: Computer Science Machine Learning Theory refers to the understanding of what is necessary for successful and efficient learning in the field of artificial intelligence. It involves developing models that can learn from experience and make predictions based on relationships between variable...
In theoretical computer science, computational learning theory is a mathematical field related to the analysis of machine learning algorithms. Theoretical results in machine learning mainly deal with a type of inductive learning called supervised learning. In supervised learning, an algorithm is given ...
, Proceedings of the 10th International Conference on Algorithmic Learning Theory (ALT 1999), Lecture Notes in Computer Science, vol. 1720, Springer, ... SA Goldman,SS Kwek - Springer Berlin Heidelberg 被引量: 43发表: 1999年 On learning unions of pattern languages and tree patterns , Proceedin...
16th Annual Conference on Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003. Proceedings N Nadia,MLD Macedo - 《Lecture Notes in Computer Science》 被引量: 62发表: 2003年 Exploring learnability between exact and PAC 15th Annual Conference on ...