Publications

Published

• Noe, M., Parisi, E., Rifat, S., Navitskis, L., Conway, D., Deshmukh, A., Kagan, A., Millward, D., Chung, E. (2024)
  Comparison of 1st Year and 3rd Year ECGs in Collegiate Athletes.
  Journal of the American College of Cardiology

Under Review

• Kagan, A., Levina, E., Zhu, J. (2025+)
  Flexible Modeling of Influence Propagation through a Network with Statistical Guarantees.
  Under review at JMLR, arXiv preprint.
  (Work received 4 poster awards in 2023)

• Mathur, S., Kagan, A., Passaban, P., Mattoo, H., Hasanaj, E., Bar-Joseph, Z. (2025+)
  Temporal Foundation Models for Clinical Transcriptomics Data.
  Under review at Bioinformatics, bioRxiv preprint.

• Kagan, A., MacDonald, P., Levina, E., Zhu, J. (2025+)
  Latent Space Models for Grouped Multiplex Networks.
  Under review at JMLR, arXiv preprint.
  (Honorable mention for a poster at SNAB-2024)

• Nano, M., Harwood, J., Kagan, A., Lukaszewicz, G., Kirschner, M., Peshkin, L., Montell, D. (2025+)
  Kinome Regression Identifies Critical Modulators of Cellular Resilience.
  Under review at Frontiers in Pharmacology,
  bioRxiv preprint.

In Preparation

• Kagan, A., Tang, T., Levina, E., Zhu, J. (2025+)
  Cross Validation for Network Regression.
  In preparation. (Will be presented at ICSDS-2025.)

• Kagan, A., Rata, S., Gruver, J. S., Trikoz, N., Lukyanov, A., Vultaggio, J., Ceribelli, M., Thomas, C., Gujral, T. S., Kirschner, M. W., Peshkin, L. (2025+)
  An Optimal Set of Inhibitors for Reverse Engineering via Kinase Regularization.
  In preparation.

• Kriukov, D., Efimov, E., Kagan, A., Peshkin, L. (2025+)
  On Universal Approach to Biological Age Estimation.
  In preparation.