Proceedings of Machine Learning Research

[edit]

Volume 55: NIPS 2016 Time Series Workshop, 09 December 2016, Barcelona, Spain

[edit]

Editors: Oren Anava, Azadeh Khaleghi, Marco Cuturi, Vitaly Kuznetsov, Alexander Rakhlin

[bib][citeproc]

Filter Authors: Filter Titles:

Trading Bitcoin and Online Time Series Prediction

Muhammad Amjad, Devavrat Shah; Proceedings of the Time Series Workshop at NIPS 2016, PMLR 55:1-15

[abs][Download PDF]

Sparse and Smooth Adjustments for Coherent Forecasts in Temporal Aggregation of Time Series

Souhaib Ben Taieb; Proceedings of the Time Series Workshop at NIPS 2016, PMLR 55:16-26

[abs][Download PDF]

Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models

Qunwei Li, Bhavya Kailkhura, Jayaraman Thiagarajan, Zhenliang Zhang, Pramod Varshney; Proceedings of the Time Series Workshop at NIPS 2016, PMLR 55:27-37

[abs][Download PDF]

SSH (Sketch, Shingle, & Hash) for Indexing Massive-Scale Time Series

Chen Luo, Anshumali Shrivastava; Proceedings of the Time Series Workshop at NIPS 2016, PMLR 55:38-58

[abs][Download PDF]

Exploring and measuring non-linear correlations: Copulas, Lightspeed Transportation and Clustering

Gautier Marti, Sébastien Andler, Frank Nielsen, Philippe Donnat; Proceedings of the Time Series Workshop at NIPS 2016, PMLR 55:59-69

[abs][Download PDF]

A central limit theorem with application to inference in α-stable regression models

Marina Riabiz, Tohid Ardeshiri, Simon Godsill; Proceedings of the Time Series Workshop at NIPS 2016, PMLR 55:70-82

[abs][Download PDF]