Lukas Biewald
Founder & Chief Data Scientist , CrowdFlower
网站 | @l2k
Lukas Biewald is the founder and Chief Data Scientist of CrowdFlower. Founded in 2009, CrowdFlower is a data enrichment platform that taps into an on-demand to workforce to help companies collect training data and do human-in-the-loop machine learning.
Following his graduation from Stanford University with a B.S. in Mathematics and an M.S. in Computer Science, Lukas led the Search Relevance Team for Yahoo! Japan. He then worked as a senior data scientist at Powerset, acquired by Microsoft in 2008. Lukas was featured in Inc Magazine’s 30 Under 30 list.
Lukas is also an expert level Go player.
议题
Active Learning in the Real World
Lukas Biewald (CrowdFlower)
Training data collection strategies are often the most important and overlooked part of deploying real world machine learning algorithms. Active learning is the best way to collect training data and one of the research topics that can really make the difference between a failed research project and a deployed production algorithm.
主题演讲, Lukas Biewald
敬请期待更多细节。