all AI news
Optimal AdaBoost Converges. (arXiv:2210.07808v3 [stat.ML] UPDATED)
Oct. 19, 2022, 1:13 a.m. | Conor Snedeker
cs.LG updates on arXiv.org arxiv.org
The following work is a preprint collection of formal proofs regarding the
convergence properties of the AdaBoost machine learning algorithm's classifier
and margins. Various math and computer science papers have been written
regarding conjectures and special cases of these convergence properties.
Furthermore, the margins of AdaBoost feature prominently in the research
surrounding the algorithm. At the zenith of this paper we present how
AdaBoost's classifier and margins converge on a value that agrees with decades
of research. After this, we …
More from arxiv.org / cs.LG updates on arXiv.org
Jobs in AI, ML, Big Data
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
IT Commercial Data Analyst - ESO
@ National Grid | Warwick, GB, CV34 6DA
Stagiaire Data Analyst – Banque Privée - Juillet 2024
@ Rothschild & Co | Paris (Messine-29)
Operations Research Scientist I - Network Optimization Focus
@ CSX | Jacksonville, FL, United States
Machine Learning Operations Engineer
@ Intellectsoft | Baku, Baku, Azerbaijan - Remote
Data Analyst
@ Health Care Service Corporation | Richardson Texas HQ (1001 E. Lookout Drive)