46 citations · 192 across the 23 of their papers we have counts for
28 papers
Exponential Backoff: Meta-Stability and Implicit Admission Control
Richard Combes, Fabien Mathieu, Thomas Bonald
We analyze exponential backoff, an algorithm used to share a single communication channel in a distributed manner between several users, in a similar way as many networking standar…
A Consistent Diffusion-Based Algorithm for Semi-Supervised Graph Learning
Thomas Bonald, Nathan de Lara
The task of semi-supervised classification aims at assigning labels to all nodes of a graph based on the labels known for a few nodes, called the seeds. One of the most popular alg…
YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy
Fabian Suchanek, Mehwish Alam, Thomas Bonald +3
Knowledge Bases (KBs) find applications in many knowledge-intensive tasks and, most notably, in information retrieval. Wikidata is one of the largest public general-purpose KBs. Ye…
A Self-Encoder for Learning Nearest Neighbors
Armand Boschin, Thomas Bonald, Marc Jeanmougin
We present the self-encoder, a neural network trained to guess the identity of each data sample. Despite its simplicity, it learns a very useful representation of data, in a self-s…
KNNs of Semantic Encodings for Rating Prediction
Léo Laugier, Raghuram Vadapalli, Thomas Bonald +1
This paper explores a novel application of textual semantic similarity to user-preference representation for rating prediction. The approach represents a user's preferences as a gr…
Pairwise Adjusted Mutual Information
Denys Lazarenko, Thomas Bonald
A well-known metric for quantifying the similarity between two clusterings is the adjusted mutual information. Compared to mutual information, a corrective term based on random per…