Robert L. Peach

22 papers A* 3A 1Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sensor-based data-driven differentiation between Parkinson's tremor and essential tremor.
Expert Syst. Appl.
Tanmoy Sil, Veronika Selzam, Robert L. Peach, Gertrúd Tamás, Günther Deuschl, Sebastian R. Schreglmann, Jens Volkmann, Martin M. Reich, Muthuraman Muthuraman
2025 A conf
Information-Theoretic Measures on Lattices for Higher-Order Interactions.
AISTATS
Zhaolu Liu, Mauricio Barahona, Robert L. Peach
2025 J jnl
Information-theoretic signatures of causality in Bayesian networks and hypergraphs.
CoRR
Sung En Chiang, Zhaolu Liu, Robert L. Peach, Mauricio Barahona
2025 A* conf
Permutation-Free High-Order Interaction Tests.
ICML
Zhaolu Liu, Robert L. Peach, Mauricio Barahona
2024 J jnl
Algorithm 1044: PyGenStability, a Multiscale Community Detection Framework with Generalized Markov Stability.
ACM Trans. Math. Softw.
Alexis Arnaudon, Dominik J. Schindler, Robert L. Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, Mauricio Barahona
2024 J jnl
Enhancing security in brain-computer interface applications with deep learning: Electroencephalogram-based user identification.
Expert Syst. Appl.
Ali Seyfizadeh, Robert L. Peach, Philip Tovote, Ioannis U. Isaias, Jens Volkmann, Muthuraman Muthuraman
2024 J jnl
Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning.
npj Digit. Medicine
Robert L. Peach, Maximilian U. Friedrich, Lara Fronemann, Muthuraman Muthuraman, Sebastian R. Schreglmann, Daniel Zeller, Christoph Schrader, Joachim K. Krauss, Alfons Schnitzler, Matthias Wittstock, Ann-Kristin Helmers, Steffen Paschen, Andrea A. Kühn, Inger Marie Skogseid, Wilhelm Eisner, Joerg Mueller, Cordula Matthies, Martin M. Reich, Jens Volkmann, Chi Wang Ip
2024 A* conf
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds.
ICLR
Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David J. Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai
2024 J jnl
Information-Theoretic Measures on Lattices for High-Order Interactions.
CoRR
Zhaolu Liu, Mauricio Barahona, Robert L. Peach
2024 J jnl
Validation and application of computer vision algorithms for video-based tremor analysis.
npj Digit. Medicine
Maximilian U. Friedrich, Anna-Julia Roenn, Chiara Palmisano, Jane E. Alty, Steffen Paschen, Günther Deuschl, Chi Wang Ip, Jens Volkmann, Muthuraman Muthuraman, Robert L. Peach, Martin M. Reich
2023 J jnl
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds.
CoRR
Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David J. Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai
2023 A* conf
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions.
NeurIPS
Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona
2023 J jnl
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions.
CoRR
Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona
2023 J jnl
Interpretable statistical representations of neural population dynamics and geometry.
CoRR
Adam Gosztolai, Robert L. Peach, Alexis Arnaudon, Mauricio Barahona, Pierre Vandergheynst
2023 J jnl
PyGenStability: Multiscale community detection with generalized Markov Stability.
CoRR
Alexis Arnaudon, Dominik J. Schindler, Robert L. Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, Mauricio Barahona
2021 J jnl
HCGA: Highly comparative graph analysis for network phenotyping.
Patterns
Robert L. Peach, Alexis Arnaudon, Julia A. Schmidt, Henry A. Palasciano, Nathan R. Bernier, Kim E. Jelfs, Sophia N. Yaliraki, Mauricio Barahona
2021 J jnl
Listening to Mental Health Crisis Needs at Scale: Using Natural Language Processing to Understand and Evaluate a Mental Health Crisis Text Messaging Service.
Frontiers Digit. Health
Zhaolu Liu, Robert L. Peach, Emma L. Lawrance, Ariele Noble, Mark A. Ungless, Mauricio Barahona
2021 J jnl
Network memory in the movement of hospital patients carrying antimicrobial-resistant bacteria.
Appl. Netw. Sci.
Ashleigh C. Myall, Robert L. Peach, Andrea Y. Weiße, Siddharth Mookerjee, Frances Davies, Alison H. Holmes, Mauricio Barahona
2020 J jnl
Data-driven modelling and characterisation of task completion sequences in online courses.
CoRR
Robert L. Peach, Sam F. Greenbury, Iain G. Johnston, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona
2019 J jnl
Data-driven unsupervised clustering of online learner behaviour.
CoRR
Robert L. Peach, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona
2019 J jnl
Graph centrality is a question of scale.
CoRR
Alexis Arnaudon, Robert L. Peach, Mauricio Barahona
2019 J jnl
Semi-supervised classification on graphs using explicit diffusion dynamics.
CoRR
Robert L. Peach, Alexis Arnaudon, Mauricio Barahona