| 中文标题 | 作者 | 论文ID | 分类简称 | 发布时间 |
|---|---|---|---|---|
| EP-GIG先验在贝叶斯稀疏学习中的应用 | Zhihua Zhang, Shusen Wang, Dehua Liu and Michael I. Jordan | 1204.4243 | stat.ML | 2012-04-20 |
| 正则化偏最小二乘法及其在NMR光谱学中的应用 | Genevera I. Allen, Christine Peterson, Marina Vannucci, and Mirjana Maletic-Savatic | 1204.3942 | stat.ML | 2012-04-19 |
| 密度比估计的半监督学习 | Masanori Kawakita, Takafumi Kanamori | 1204.3965 | stat.ML | 2012-04-19 |
| 大边界分类方法中的一致性函数应用 | Zhihua Zhang, Guang Dai and Michael I. Jordan | 1204.2049 | stat.ML | 2012-04-11 |
| 线性非高斯无环模型中因果顺序的估计：一种对潜在混淆变量具有鲁棒性的方法 | Tatsuya Tashiro, Shohei Shimizu, Aapo Hyvarinen, Takashi Washio | 1204.1795 | stat.ML | 2012-04-10 |
| 结构稀疏恢复问题的双证书分析通用框架 | Cun-Hui Zhang, Tong Zhang | 1201.3302 | stat.ML | 2012-04-05 |
| 贝叶斯分层先验建模在稀疏信道估计中的应用 | Niels Lovmand Pedersen and Carles Navarro Manch''on and Dmitriy Shutin and Bernard Henri Fleury | 1204.0656 | stat.ML | 2012-04-04 |
| 二分类函数的多项式展开 | P''eter K"oves''arki | 1203.5647 | stat.ML | 2012-03-27 |
| 一般非参数回归和分类的正则化核方法的渐近置信集 | Robert Hable | 1203.4354 | stat.ML | 2012-03-21 |
| 一种用于一类全变差正则化估计问题的ADMM算法 | Bo Wahlberg, Stephen Boyd, Mariette Annergren, Yang Wang | 1203.1828 | stat.ML | 2012-03-09 |
| 高维数据的子空间聚类：一种预测性方法 | Brian McWilliams and Giovanni Montana | 1203.1065 | stat.ML | 2012-03-07 |
| 稀疏编码的闭式EM算法及其在源分离中的应用 | J"org L"ucke and Abdul-Saboor Sheikh | 1105.2493 | stat.ML | 2012-03-05 |
| 高维稀疏估计问题的凹正则化通用理论 | Cun-Hui Zhang and Tong Zhang | 1108.4988 | stat.ML | 2012-02-14 |
| 正则化张量分解与高阶主成分分析 | Genevera I. Allen | 1202.2476 | stat.ML | 2012-02-14 |
| 贪婪学习马尔可夫网络结构 | Praneeth Netrapalli, Siddhartha Banerjee, Sujay Sanghavi and Sanjay Shakkottai | 1202.1787 | stat.ML | 2012-02-09 |
| 高维多视图预测分区 | Brian McWilliams and Giovanni Montana | 1202.0825 | stat.ML | 2012-02-07 |
| 一个稳健且稀疏的K均值聚类算法 | Yumi Kondo, Matias Salibian-Barrera, Ruben Zamar | 1201.6082 | stat.ML | 2012-01-31 |
| 关于狄利克雷过程的快速模拟 | Mahmoud Zarepour and Luai Al Labadi | 1107.0521 | stat.ML | 2012-01-26 |
| 遗憾的下限与扩展的上界置信区间策略在随机多臂赌博机问题中 | Antoine Salomon, Jean-Yves Audibert (INRIA Paris - Rocquencourt), Issam El Alaoui | 1112.3827 | stat.ML | 2011-12-19 |
| 具有微分包含的异步随机逼近 | Steven Perkins and David S. Leslie | 1112.2288 | stat.ML | 2011-12-13 |
| 线性模型中基于峰-板先验的收敛期望传播 | Jos''e Miguel Hern''andez-Lobato and Daniel Hern''andez-Lobato | 1112.2289 | stat.ML | 2011-12-13 |
| 不平衡数据学习的图构建 | Jing Qian, Venkatesh Saligrama, Manqi Zhao | 1112.2319 | stat.ML | 2011-12-13 |
| 多尺度的基于分层结构稀疏性的fMRI数据挖掘 | Rodolphe Jenatton (LIENS, INRIA Paris - Rocquencourt), Alexandre Gramfort (LNAO, INRIA Saclay - Ile de France), Vincent Michel (LNAO, INRIA Saclay - Ile de France), Guillaume Obozinski (LIENS, INRIA Paris - Rocquencourt), Evelyn Eger, Francis Bach (LIENS, INRIA Paris - Rocquencourt), Bertrand Thirion (LNAO, INRIA Saclay - Ile de France) | 1105.0363 | stat.ML | 2011-12-09 |
| 多阶段凸松弛的特征选择 | Tong Zhang | 1106.0565 | stat.ML | 2011-12-06 |
| 基于平方损失互信息的最大化信息聚类 | Masashi Sugiyama, Makoto Yamada, Manabu Kimura, and Hirotaka Hachiya | 1112.0611 | stat.ML | 2011-12-06 |