Éric Gaussier

most citedA Study of Association Measures and their Combination for Arabic MWT Extraction

12 citations · 15 across the 3 of their papers we have counts for

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cs.LG2016★ 3 cited

Similarity Learning for Time Series Classification

Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard +1

Multivariate time series naturally exist in many fields, like energy, bioinformatics, signal processing, and finance. Most of these applications need to be able to compare these st…

cs.LG2014

Algorithmic Robustness for Learning via $(ε, γ, τ)$ -Good Similarity Functions

Maria-Irina Nicolae, Marc Sebban, Amaury Habrard +2

The notion of metric plays a key role in machine learning problems such as classification, clustering or ranking. However, it is worth noting that there is a severe lack of theoret…

Similarity Learning for Time Series Classification

Algorithmic Robustness for Learning via (ε,γ,τ)-Good Similarity Functions

Algorithmic Robustness for Learning via $(ε, γ, τ)$ -Good Similarity Functions