| 中文标题 | 作者 | 论文ID | 分类简称 | 发布时间 |
|---|---|---|---|---|
| 多元时间序列结构性断点检测的高效ADMM算法 | Alex Tank, Emily B. Fox, Ali Shojaie | 1711.08392 | stat.ML | 2018-06-26 |
| 医学时间序列预测的稀疏多输出高斯过程 | Li-Fang Cheng, Gregory Darnell, Bianca Dumitrascu, Corey Chivers, Michael E Draugelis, Kai Li, Barbara E Engelhardt | 1703.09112 | stat.ML | 2018-06-25 |
| 最大容纳椭球: 一种通过面片枚举和凸优化的新简单结构矩阵分解框架 | Chia-Hsiang Lin, Ruiyuan Wu, Wing-Kin Ma, Chong-Yung Chi, and Yue Wang | 1708.02883 | stat.ML | 2018-06-22 |
| 限制深度概率模型的动力学 | Marco Lorenzi and Maurizio Filippone | 1802.05680 | stat.ML | 2018-06-19 |
| 凸耦合矩阵和张量补全 | Kishan Wimalawarne, Makoto Yamada, Hiroshi Mamitsuka | 1705.05197 | stat.ML | 2018-06-15 |
| 变分消息传递与结构化推理网络 | Wu Lin, Nicolas Hubacher, Mohammad Emtiyaz Khan | 1803.05589 | stat.ML | 2018-06-15 |
| 核递归ABC：难以计算似然的点估计 | Takafumi Kajihara, Motonobu Kanagawa, Keisuke Yamazaki, Kenji Fukumizu | 1802.08404 | stat.ML | 2018-06-13 |
| 基于神经网络的多视图特征学习中的多对多关联的概率框架 | Akifumi Okuno, Tetsuya Hada, Hidetoshi Shimodaira | 1802.04630 | stat.ML | 2018-06-12 |
| 消息传递式斯坦变分梯度下降 | Jingwei Zhuo, Chang Liu, Jiaxin Shi, Jun Zhu, Ning Chen, Bo Zhang | 1711.04425 | stat.ML | 2018-06-11 |
| 联合估计未复制矩阵变量的均值和协方差 | Michael Hornstein, Roger Fan, Kerby Shedden, and Shuheng Zhou | 1611.04208 | stat.ML | 2018-06-08 |
| 图形后验预测分类器：粒子吉布斯的贝叶斯模型平均 | Tatjana Pavlenko and Felix Leopoldo Rios | 1707.06792 | stat.ML | 2018-06-08 |
| 快速信息论贝叶斯优化 | Binxin Ru, Mark McLeod, Diego Granziol, Michael A. Osborne | 1711.00673 | stat.ML | 2018-06-07 |
| Celer：具有双重外推的Lasso快速求解器 | Mathurin Massias and Alexandre Gramfort and Joseph Salmon | 1802.07481 | stat.ML | 2018-06-07 |
| 随机变量函数的一致核均值估计 | Carl-Johann Simon-Gabriel, Adam ''Scibior, Ilya Tolstikhin, and Bernhard Sch"olkopf | 1610.05950 | stat.ML | 2018-06-04 |
| 通过核均值嵌入实现差分隐私数据库发布 | Matej Balog, Ilya Tolstikhin, Bernhard Sch"olkopf | 1710.01641 | stat.ML | 2018-06-01 |
| 连续结果的非线性变量选择：一种非参数逐步增量前向分阶段方法 | Tianwei Yu | 1601.05285 | stat.ML | 2018-05-29 |
| 递归非线性系统辨识利用潜变量 | Per Mattsson, Dave Zachariah and Petre Stoica | 1606.04366 | stat.ML | 2018-05-28 |
| 最优低秩动态模态分解 | Patrick H''eas and C''edric Herzet | 1701.01064 | stat.ML | 2018-05-18 |
| 可变成本目标的实用贝叶斯优化 | Mark McLeod, Michael A. Osborne, Stephen J. Roberts | 1703.04335 | stat.ML | 2018-05-16 |
| 基于Wasserstein度量的分布鲁棒优化用于回归模型的强健学习算法 | Ruidi Chen and Ioannis Ch. Paschalidis | 1706.02412 | stat.ML | 2018-05-14 |
| 学习具有单调拓扑性质和多个连通分量的图 | Eduardo Pavez, Hilmi E. Egilmez, Antonio Ortega | 1705.10934 | stat.ML | 2018-05-09 |
| 深度学习用于时空建模：动态交通流和高频交易 | Matthew F. Dixon, Nicholas G. Polson, Vadim O. Sokolov | 1705.09851 | stat.ML | 2018-05-08 |
| 自动机器学习的概率矩阵分解 | Nicolo Fusi, Rishit Sheth, Huseyn Melih Elibol | 1705.05355 | stat.ML | 2018-05-03 |
| 双重耦合的规范多线性分解用于联合盲源分离 | Xiao-Feng Gong, Qiu-Hua Lin, Feng-Yu Cong, Lieven De Lathauwer | 1612.09466 | stat.ML | 2018-05-01 |
| 学习实值和结构化数据的一类新度量方法 | Ruiyu Yang, Yuxiang Jiang, Scott Mathews, Elizabeth A. Housworth, Matthew W. Hahn, Predrag Radivojac | 1603.06846 | stat.ML | 2018-04-24 |