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Thomas Bonald

Thomas Bonald

D-Index & Metrics

Computer Science

D-Index
37
Citations
6553
World Ranking
10660
National Ranking
261

Overview

Thomas Bonald is a researcher affiliated with Télécom ParisTech in France. Their work primarily falls within the field of Computer Science, with a focus on Artificial Intelligence. They have contributed to several subfields including Statistical and Nonlinear Physics, Molecular Biology, Signal Processing, and Biophysics.

The main topics of their research include:

  • Complex Network Analysis Techniques
  • Advanced Graph Neural Networks
  • Single-cell and spatial transcriptomics
  • Cell Image Analysis Techniques
  • Cancer Genomics and Diagnostics
  • Machine Learning and Algorithms
  • Neural Networks and Applications

Bonald has published a number of scientific papers, appearing frequently in notable venues such as arXiv (Cornell University), Nature Communications, and bioRxiv (Cold Spring Harbor Laboratory). Key publications include:

  • Scarf enables a highly memory-efficient analysis of large-scale single-cell genomics data, 2022, Nature Communications
  • Scikit-network: Graph Analysis in Python, 2020, arXiv (Cornell University)
  • Pairwise Adjusted Mutual Information, 2021, arXiv (Cornell University)
  • Scarf: A toolkit for memory efficient analysis of large-scale single-cell genomics data, 2021, bioRxiv (Cold Spring Harbor Laboratory)
  • The Factuality of Large Language Models in the Legal Domain, 2024, arXiv (Cornell University)

The researcher has collaborated with several frequent co-authors. These include Fabian M. Suchanek, Nathan de Lara, Simon Delarue, Parashar Dhapola, and Johan Rodhe.

Best Publications

  • Analytic evaluation of RED performance

    T. Bonald;M. May;J.-C. Bolot

  • Impact of fairness on Internet performance

    Thomas Bonald;Laurent Massoulié

  • Statistical bandwidth sharing: a study of congestion at flow level

    S. Ben Fred;T. Bonald;A. Proutiere;G. Régnié

  • Wireless downlink data channels: user performance and cell dimensioning

    Thomas Bonald;Alexandre Proutière

  • Epidemic live streaming: optimal performance trade-offs

    Thomas Bonald;Laurent Massoulié;Fabien Mathieu;Diego Perino

  • A queueing analysis of max-min fairness, proportional fairness and balanced fairness

    T. Bonald;L. Massoulié;A. Proutière;J. Virtamo

  • A Score-Based Opportunistic Scheduler for Fading Radio Channels

    Thomas Bonald

  • Insensitive Bandwidth Sharing in Data Networks

    T. Bonald;A. Proutière

  • Insensitivity in processor-sharing networks

    T. Bonald;A. Proutière

  • Statistical performance guarantees for streaming flows using expedited forwarding

    T. Bonald;A. Proutiere;J.W. Roberts

  • Inter-cell scheduling in wireless data networks

    Thomas Bonald;Sem Borst;Alexandre Proutiere

  • A recursive formula for multirate systems with elastic traffic

    T. Bonald;J. Virtamo

  • Wireless data performance in multi-cell scenarios

    T. Bonald;S. Borst;N. Hegde;A. Proutiére

  • Congestion at flow level and the impact of user behaviour

    T. Bonald;J. W. Roberts

  • How mobility impacts the flow-level performance of wireless data systems

    T. Bonald;S.C. Borst;A. Proutiere

  • Internet and the Erlang formula

    Thomas Bonald;James W. Roberts

  • On performance bounds for the integration of elastic and adaptive streaming flows

    Thomas Bonald;Alexandre Proutière

  • Flow-level performance and capacity of wireless networks with user mobility

    Thomas Bonald;Sem Borst;Nidhi Hegde;Matthieu Jonckheere

  • On performance bounds for balanced fairness

    T. Bonald;A. Proutière

  • Comparison of TCP Reno and TCP Vegas: efficiency and fairness

    Thomas Bonald

  • Proceedings of the ACM on Measurement and Analysis of Computing Systems

    Thomas Bonald;N. Duffield

Frequent Co-Authors

Alexandre Proutiere
Alexandre Proutiere Royal Institute of Technology
James Roberts
James Roberts French Institute for Research in Computer Science and Automation - INRIA
Marc Lelarge
Marc Lelarge École Normale Supérieure
Sem Borst
Sem Borst Eindhoven University of Technology
Laurent Massoulié
Laurent Massoulié French Institute for Research in Computer Science and Automation - INRIA
Dario Rossi
Dario Rossi Télécom ParisTech
Gustavo de Veciana
Gustavo de Veciana The University of Texas at Austin
Philippe Ciblat
Philippe Ciblat Télécom ParisTech
Jason Nieh
Jason Nieh Columbia University
Stanislas Lyonnet
Stanislas Lyonnet Université Paris Cité

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