基本信息
浏览量:176
职业迁徙
个人简介
My research interests broadly span the field of machine learning with emphasis on recommender systems, information retrieval and more recently computer vision. I co-founded Layer 6 AI which was acquired by the TD Bank.
I actively participate in machine learning competitions on Kaggle where I achieved the status of grandmaster, and other platforms. Some recent highlights:
1'st place 2017 and 2018 ACM RecSys Challenges. I led teams that won both 2017 and 2018 ACM RecSys Challenges organized by XING and Spotify respectively. Summaries of our approaches can be found here and here. We also placed 2'nd in the 2019 and 2020 ACM RecSys Challenges.
1'st place 2019 YouTube-8M Video Understanding Challenge. Video temporal concept localization using the YouTube-8M dataset with over 6M videos.
2'nd place Google Landmark Retrieval Challenge. At the time of the challenge this was the largest publicly available image retrieval dataset. Our solution was based on a novel neighbor graph traversal approach described here.
I actively participate in machine learning competitions on Kaggle where I achieved the status of grandmaster, and other platforms. Some recent highlights:
1'st place 2017 and 2018 ACM RecSys Challenges. I led teams that won both 2017 and 2018 ACM RecSys Challenges organized by XING and Spotify respectively. Summaries of our approaches can be found here and here. We also placed 2'nd in the 2019 and 2020 ACM RecSys Challenges.
1'st place 2019 YouTube-8M Video Understanding Challenge. Video temporal concept localization using the YouTube-8M dataset with over 6M videos.
2'nd place Google Landmark Retrieval Challenge. At the time of the challenge this was the largest publicly available image retrieval dataset. Our solution was based on a novel neighbor graph traversal approach described here.
研究兴趣
论文共 63 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
ACM Conference on Recommender Systemspp.23-27, (2023)
arxiv(2023)
引用0浏览0EI引用
0
0
CoRR (2023)
引用0浏览0EI引用
0
0
arxiv(2023)
引用7浏览0EI引用
7
0
Keyvan Golestan, Catriona Syme, Alexander Bilbily,Saba Zuberi,Maksims Volkovs,Tomi Poutanen,Mark Cicero
Journal of medical artificial intelligence (2023): 7-7
arXiv (Cornell University) (2023): 403-422
引用0浏览0EI引用
0
0
Nature Communicationsno. 1 (2023): 1-10
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn