ICML是机器学习领域顶级会议,由国际机器学习协会(International Machine Learning Society)主办。
ICML2018于2018年7月10日-15日在瑞典斯德哥尔摩举行 。本次会议共收到 2473 篇论文,621 篇被接收,接收率为 25.1%(与去年基本持平)。Robbie Allen 对该会议的论文进行了统计,发现腾讯 AI Lab 张潼中了 8 篇论文;按机构而言,谷歌遥遥领先,国内机构清华被接收论文数量名列榜首。
本次会议主要研究领域分类有:强化学习、神经网络结构、监督学习、无监督学习、在线学习、凸优化、非凸优化、联合优化、深度学习理论、深度学习模型、自然语言处理及语音处理、概率学习理论、主动学习、计算机视觉、多Agent学习、特征选择、降维、贝叶斯优化、并行与分布式学习、矩阵分解、高斯处理、近似判断、对抗深度学习、生成模型、蒙特卡洛方法、图模型、结构预测、因果推断、时间序列分析、隐私匿名安全、核方法、聚类、网络与关系学习、表示学学习、稀疏与压缩感知、其它模型方法、应用篇等。
ICML2018 paper分类及链接列表PDF获取方式:
1、关注AINLPer 微信公众号(每日更新…)回复:ICML2018
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