Search Results for author: Camille Roth

Found 7 papers, 0 papers with code

Generative models for two-ground-truth partitions in networks

no code implementations6 Feb 2023 Lena Mangold, Camille Roth

Given our model design and experimental set-up, we find that the ability to detect the two partitions individually varies by SBM variant and that coexistence of both partitions is recovered only in a very limited number of cases.

Vocal Bursts Valence Prediction

Tracing Affordance and Item Adoption on Music Streaming Platforms

no code implementations8 Sep 2021 Dougal Shakespeare, Camille Roth

Popular music streaming platforms offer users a diverse network of content exploration through a triad of affordances: organic, algorithmic and editorial access modes.

Semantic Hypergraphs

no code implementations28 Aug 2019 Telmo Menezes, Camille Roth

The central idea of our approach is the Semantic Hypergraph (SH), a novel knowledge representation model that is intrinsically recursive and accommodates the natural hierarchical richness of natural language.

Open Information Extraction

Algorithmic Distortion of Informational Landscapes

no code implementations19 Jul 2019 Camille Roth

The possible impact of algorithmic recommendation on the autonomy and free choice of Internet users is being increasingly discussed, especially in terms of the rendering of information and the structuring of interactions.

Automatic Discovery of Families of Network Generative Processes

no code implementations26 Jun 2019 Telmo Menezes, Camille Roth

Designing plausible network models typically requires scholars to form a priori intuitions on the key drivers of network formation.

regression Symbolic Regression

Symbolic regression of generative network models

no code implementations8 Sep 2014 Telmo Menezes, Camille Roth

Networks are a powerful abstraction with applicability to a variety of scientific fields.

regression Symbolic Regression

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