图 书 馆开课单位--苏黎世联邦理工学院
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1Scalable k‑Means Clustering via Lightweight Coresets[可扩展的k‑意味着通过轻量级核心集进行集群]
Olivier Bachem(苏黎世联邦理工学院) Coresets are compact representations of data sets such that models trained on a coreset are provably competitive with models trained on the full data ...
热度：36
Olivier Bachem(苏黎世联邦理工学院) Coresets are compact representations of data sets such that models trained on a coreset are provably competitive with models trained on the full data ...
热度：36
2Learning issues in image segmentation[图像分割中的学习问题]
Joachim M. Buhmann(苏黎世联邦理工学院) Image segmentation is often defined as a partitioning of pixels or image blocks into homogeneous groups. These groups are characterized by a prototypi...
热度：25
Joachim M. Buhmann(苏黎世联邦理工学院) Image segmentation is often defined as a partitioning of pixels or image blocks into homogeneous groups. These groups are characterized by a prototypi...
热度：25
3Introduction to Bayesian Nonparametrics[贝叶斯非参数导论]
Peter Orbanz(苏黎世联邦理工学院) Introduction to Bayesian Nonparametrics
热度：23
Peter Orbanz(苏黎世联邦理工学院) Introduction to Bayesian Nonparametrics
热度：23
4Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching[基于Wasserstein的序列匹配的市场篮筐个性化购买预测]
Mathias Kraus(苏黎世联邦理工学院) Personalization in marketing aims at improving the shopping experience of customers by tailoring services to individuals. In order to achieve this, bu...
热度：66
Mathias Kraus(苏黎世联邦理工学院) Personalization in marketing aims at improving the shopping experience of customers by tailoring services to individuals. In order to achieve this, bu...
热度：66
5Efficient sampling for Bayesian inference of conjunctive Bayesian networks[对贝叶斯联合贝叶斯网络推理的有效抽样]
Thomas Sakoparnig(苏黎世联邦理工学院) **Motivation:** Cancer development is driven by the accumulation of advantageous mutations and subsequent clonal expansion of cells harbouring these m...
热度：79
Thomas Sakoparnig(苏黎世联邦理工学院) **Motivation:** Cancer development is driven by the accumulation of advantageous mutations and subsequent clonal expansion of cells harbouring these m...
热度：79
6From materials to cosmology Studying the early universe under the microscope[从材料到宇宙学，在显微镜下研究早期宇宙]
Nicola Spaldin(苏黎世联邦理工学院) From materials to cosmology Studying the early universe under the microscope
热度：54
Nicola Spaldin(苏黎世联邦理工学院) From materials to cosmology Studying the early universe under the microscope
热度：54
7The future shape of video in academia[视频在学术界中的未来形状]
Olaf A. Schulte(苏黎世联邦理工学院) There’s no doubt video has earned its place in teaching and learning throughout the last couple of years: Thousands and thousands of lecture rec...
热度：36
Olaf A. Schulte(苏黎世联邦理工学院) There’s no doubt video has earned its place in teaching and learning throughout the last couple of years: Thousands and thousands of lecture rec...
热度：36
89Support vector machines loss with l1 penalty[L1惩罚支持向量机的损失]
Sara van de Geer(苏黎世联邦理工学院) We consider an i.i.d. sample from (X,Y), where X is a feature and Y a binary label, say with values +1 or -1. We use a high-dimensional linear approxi...
热度：73
Sara van de Geer(苏黎世联邦理工学院) We consider an i.i.d. sample from (X,Y), where X is a feature and Y a binary label, say with values +1 or -1. We use a high-dimensional linear approxi...
热度：73
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