Publications

DEPARTMENTS

Emperical Interference

Haptic Intelligence

Modern Magnetic Systems

Perceiving Systems

Physical Intelligence

Robotic Materials

Social Foundations of Computation

Research Groups

Autonomous Vision

Autonomous Learning

Bioinspired Autonomous Miniature Robots

Dynamic Locomotion

Embodied Vision

Human Aspects of Machine Learning

Intelligent Control Systems

Learning and Dynamical Systems

Locomotion in Biorobotic and Somatic Systems

Micro, Nano, and Molecular Systems

Movement Generation and Control

Neural Capture and Synthesis

Physics for Inference and Optimization

Organizational Leadership and Diversity

Probabilistic Learning Group

Topics

Robot Learning

Conference Paper

2022

Autonomous Learning

Robotics

Career

Award

BibTeX

Physics for Inference and Optimization Article Anomaly detection and community detection in networks Safdari, H., De Bacco, C. Journal of Big Data, 9, 122, December 2022 (Published) Preprint Code Published version DOI BibTeX

Physics for Inference and Optimization Article Inference of hyperedges and overlapping communities in hypergraphs Contisciani, M., Battiston, F., De Bacco, C. Nature Communications, 13:7229, November 2022 (Published) Preprint Code Published version DOI URL BibTeX

Physics for Inference and Optimization Article Community Detection in networks by Dynamical Optimal Transport Formulation Leite, D., Baptista, D., Ibrahim, A. A., Facca, E., De Bacco, C. Scientific Reports, 12:16811, October 2022 (Published) Preprint Code DOI URL BibTeX

Physics for Inference and Optimization Article Community detection and reciprocity in networks by jointly modeling pairs of edges Contisciani, M., Safdari, H., De Bacco, C. Journal of Complex Networks, 10(4):cnac034, August 2022 (Published) Code Preprint DOI URL BibTeX

Physics for Inference and Optimization Conference Paper Modeling Node Exposure for Community Detection in Networks Othman, S., Schulz, J., Baity-Jesi, M., De Bacco, C. Complex Networks and Their Applications XI: Proceedings of The Eleventh International Conference on Complex Networks and their Applications: COMPLEX NETWORKS 2022, :233-244 , Studies in Computational Intelligence , Springer, 11th International Conference on Complex Networks and Their Applications (COMPLEX NETWORKS 2021), July 2022 (Published) Preprint DOI URL BibTeX

Physics for Inference and Optimization Article Sustainable optimal transport in multilayer networks Ibrahim, A. A., Leite, D., De Bacco, C. Physical Review E, 105(6):064302, June 2022 (Published) Preprint Code DOI URL BibTeX

Physics for Inference and Optimization Article Multicommodity routing optimization for engineering networks Lonardi, A., Putti, M., De Bacco, C. Scientific Reports , 12:7474, May 2022 (Published) Preprint Code DOI URL BibTeX

Physics for Inference and Optimization Article The interplay between ranking and communities in networks Iacovissi, L., De Bacco, C. Scientific Reports, 12:8992, May 2022 (Published) Code Preprint DOI URL BibTeX

Physics for Inference and Optimization Article Reciprocity, community detection, and link prediction in dynamic networks Safdari, H., Contisciani, M., De Bacco, C. Journal of Physics: Complexity, 3(1):015010, February 2022 (Published) Code Preprint DOI BibTeX

Physics for Inference and Optimization Conference Paper Estimating Social Influence from Observational Data Sridhar, D., De Bacco, C., Blei, D. First Conference on Causal Learning and Reasoning, 2022 (Published) Preprint URL BibTeX

Physics for Inference and Optimization Article Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships Higham, K., Contisciani, M., De Bacco, C. Technological Forecasting and Social Change, 179:121628, 2022 (Published) Preprint DOI URL BibTeX

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