2024
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain.
CoRR, 2024

Large language models surpass human experts in predicting neuroscience results.
CoRR, 2024

TopoX: A Suite of Python Packages for Machine Learning on Topological Domains.
CoRR, 2024

2023
ICML 2023 Topological Deep Learning Challenge: Design and Results.
Proceedings of the Topological, 2023

Synthesizing Building Operation Data with Generative Models: VAEs, GANs, or Something In Between?
Proceedings of the Companion Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

2022
Toward a unifying framework for the modeling and identification of motor primitives.
Frontiers Comput. Neurosci., 2022

2021
A Dynamical Generative Model of Social Interactions.
Frontiers Neurorobotics, 2021

Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020