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Laura Balzano

Identifiers

  • name variant Laura Balzano 0.60 · backfill

Papers (28)

  1. History-aware adaptive reduced-order models via incremental singular value decomposition cs.LG · 2026 · author #3
  2. Out-of-Distribution Generalization of In-Context Learning: A Low-Dimensional Subspace Perspective stat.ML · 2025 · author #4
  3. Learning physics-based reduced-order models from data using nonlinear manifolds math.NA · 2023 · author #2
  4. Learning latent representations in high-dimensional state spaces using polynomial manifold constructions math.NA · 2023 · author #2
  5. A Memory-efficient Algorithm for Large-scale Sparsity Regularized Image Reconstruction math.OC · 2019 · author #3
  6. Streaming PCA and Subspace Tracking: The Missing Data Case stat.ML · 2018 · author #1
  7. A Robust Algorithm for Online Switched System Identification cs.SY · 2018 · author #3
  8. Deep Unsupervised Clustering Using Mixture of Autoencoders cs.LG · 2017 · author #4
  9. Algebraic Variety Models for High-Rank Matrix Completion stat.ML · 2017 · author #4
  10. Asymptotic performance of PCA for high-dimensional heteroscedastic data math.ST · 2017 · author #2
  11. Real-Time Energy Disaggregation of a Distribution Feeder's Demand Using Online Learning stat.ML · 2017 · author #2
  12. Streaming Principal Component Analysis From Incomplete Data cs.IT · 2016 · author #3
  13. What to Expect When You Are Expecting on the Grassmannian cs.IT · 2016 · author #2
  14. Towards a Theoretical Analysis of PCA for Heteroscedastic Data math.ST · 2016 · author #2
  15. Leveraging Union of Subspace Structure to Improve Constrained Clustering cs.LG · 2016 · author #2
  16. On Learning High Dimensional Structured Single Index Models stat.ML · 2016 · author #3
  17. Matrix Completion Under Monotonic Single Index Models stat.ML · 2015 · author #2
  18. Distance-Penalized Active Learning Using Quantile Search stat.ML · 2015 · author #5
  19. Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation cs.NA · 2015 · author #2
  20. Online Algorithms for Factorization-Based Structure from Motion cs.CV · 2013 · author #2
  21. On GROUSE and Incremental SVD cs.NA · 2013 · author #1
  22. Local Convergence of an Algorithm for Subspace Identification from Partial Data cs.NA · 2013 · author #1
  23. Iterative Grassmannian Optimization for Robust Image Alignment cs.CV · 2013 · author #3
  24. High-Rank Matrix Completion and Subspace Clustering with Missing Data cs.IT · 2011 · author #2
  25. Online Robust Subspace Tracking from Partial Information cs.IT · 2011 · author #2
  26. Rank Minimization over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations cs.IT · 2011 · author #2
  27. Online Identification and Tracking of Subspaces from Highly Incomplete Information cs.IT · 2010 · author #1
  28. High-Dimensional Matched Subspace Detection When Data are Missing cs.IT · 2010 · author #1

Mentions

  • 1309.6964 #2 · backfill · confidence 0.70 Laura Balzano
  • 2605.28684 #3 · arxiv_oai · confidence 0.70 Laura Balzano
  • 1307.5494 #1 · backfill · confidence 0.70 Laura Balzano
  • 1306.3391 #1 · backfill · confidence 0.70 Laura Balzano
  • 1306.0404 #3 · backfill · confidence 0.70 Laura Balzano
  • 2308.02802 #2 · arxiv_oai · confidence 0.70 Laura Balzano
  • 2306.13748 #2 · arxiv_oai · confidence 0.70 Laura Balzano
  • 1112.5629 #2 · backfill · confidence 0.70 Laura Balzano
  • 1109.3827 #2 · backfill · confidence 0.70 Laura Balzano
  • 1104.4302 #2 · backfill · confidence 0.70 Laura Balzano
  • 1006.4046 #1 · backfill · confidence 0.70 Laura Balzano
  • 1002.0852 #1 · backfill · confidence 0.70 Laura Balzano

Frequent Coauthors