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JMLR Workshop and Conference Proceedings

Volume 55: NIPS 2016 Time Series Workshop

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

Contents:

Accepted Papers

Trading Bitcoin and Online Time Series Prediction

Muhammad Amjad, Devavrat Shah

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

Souhaib Ben Taieb

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

Qunwei Li, Bhavya Kailkhura, Jayaraman Thiagarajan, Zhenliang Zhang, Pramod Varshney

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

Chen Luo, Anshumali Shrivastava

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

Gautier Marti, Sébastien Andler, Frank Nielsen, Philippe Donnat

A central limit theorem with application to inference in \(\alpha\)-stable regression models

Marina Riabiz, Tohid Ardeshiri, Simon Godsill