Publications sponsored by Microsoft:
Tianyi Chen, Youngser Park, Ali Saad-Eldin, Zachary Lubberts, Avanti
Athreya, Benjamin D. Pedigo, Joshua T. Vogelstein, Francesca Puppo, Gabriel
A. Silva, Alysson R. Muotri, Weiwei Yang, Christopher M. White, Carey E Priebe,
"Discovering a change point in a time series of organoid networks via the
iso-mirror," Applied Network Science, accepted for publication, 2023
Cencheng Shen, Qizhe Wang, Carey E. Priebe,
"One-Hot Graph Encoder Embedding,"
IEEE Transactions on Pattern Analysis and Machine Intelligence,
vol. 45, no. 6, pp. 7933-7938, 2023, publisher site
Carey E. Priebe, Cencheng Shen, Ningyuan (Teresa) Huang, Tianyi Chen,
"A Simple Spectral Failure
Mode for Graph Convolutional Networks," IEEE Transactions on
Pattern Analysis and Machine, vol 44, no 11, pp 8689-8693, 2022. publisher site
Jaewon Chung, Bijan Varjavand, Jesus Arroyo, Anton Alyakin, Joshua Agterberg, Minh Tang, Joshua T. Vogelstein, Carey E. Priebe,
"Valid Two-Sample Graph
Testing via Optimal Transport Procrustes and Multiscale Graph
Correlation with Applications in Connectomics," Stat, vol 11, no
1, e429, 2022, publisher site
Guodong Chen and Hayden S. Helm and Kate Lytvynets and Weiwei Yang, Carey E. Priebe,
"Mental State Classification Using Multi-graph Features,"
Frontiers in Human Neuroscience, section Brain-Computer Interfaces,
vol 16, no 930291, July 8, 2022, publisher site
Jaewon Chung, Eric Brideford, Jesús Arroyo, Benjamin
D. Pedigo, Ali Saad-Eldin, Vivek Gopalakrishnan, Liang Xiang, Carey E.
Priebe, and Joshua T. Vogelstein, "Statistical
Connectomics," Annual Review of Statistics and Its Application,
vol 8, pp 463-492, 2021.
Jesús Arroyo, Carey E Priebe, Vince Lyzinski
"Graph matching between
bipartite and unipartite networks: to collapse, or not to collapse,
that is the question," IEEE Transactions on Network Science and
Engineering, vol 8, no 4, pp 3019-3033, 2021, publisher site
Cencheng Shen, Carey E Priebe, Jonathan Larson, Ha Trinh,
"Synergistic Graph Fusion
via Encoder Embedding," Submitted, 2023
Hayden S. Helm, Weiwei Yang, Ashwin De Silva, Joshua T. Vogelstein, Carey E Priebe,
"Approximately optimal domain adaptation with Fisher's Linear Discriminant Analysis," Submitted, 2023
Cencheng Shen, Jonathan Larson, Ha Trinh, Xihan Qin, Youngser Park, Carey E Priebe,
"Discovering Communication Pattern Shifts in Large-Scale Networks using Encoder Embedding and Vertex Dynamics," Submitted, 2023
Carey E. Priebe, Ningyuan Huang, Soledad Villar, Cong Mu, Li Chen, "Deep Learning is Provably Robust to Symmetric Label Noise," Submitted, 2022
Hayden S. Helm, Marah Abdin, Benjamin D. Pedigo, Shweti Mahajan, Vince Lyzinski, Youngser Park, Amitabh Basu, PialiChoudhury, Christopher M. White, Weiwei Yang,
Carey E. Priebe,
"Leveraging semantically similar queries for ranking via combining representations,"
Jonathan Larson, Tiona Zuzul, Emily Cox Pahnke, Neha Parikh Shah, Patrick Bourke, Nicholas Caurvina, Fereshteh Amini, Youngser Park, Joshua Vogelstein, Jeffrey Weston, Christopher White, Carey E. Priebe,
"Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic,"
Hayden S. Helm, Weiwei Yang, Sujeeth Bharadwaj, Kate Lytvynets, Oriana Riva, Christopher White, Ali Geisa, Carey E. Priebe,
"Inducing a hierarchy for multi-class classification problems,"
Chen, Guodong; Arroyo, Jesús; Athreya, Avanti; Cape, Joshua;
Vogelstein, Joshua; Park, Youngser; White, Christopher; Larson,
Jonathan; Yang, Weiwei; Priebe, Carey E.,
"Multiple Network Embedding for Anomaly Detection in Time Series of Graphs," submitted, 2020