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Shuchin Aeron

Identifiers

  • name variant Shuchin Aeron 0.60 · backfill

Papers (37)

  1. Optimal Representations for Generalized Contrastive Learning with Imbalanced Datasets cs.LG · 2026 · author #2
  2. Constraint-Aware Flow Matching via Randomized Exploration cs.LG · 2025 · author #4
  3. Multi-View Graph Embedding Using Randomized Shortest Paths stat.ML · 2018 · author #3
  4. Principal Component Analysis with Tensor Train Subspace cs.LG · 2018 · author #3
  5. Tensor Train Neighborhood Preserving Embedding cs.LG · 2017 · author #3
  6. Faster Clustering via Non-Backtracking Random Walks stat.ML · 2017 · author #3
  7. Efficient Low Rank Tensor Ring Completion cs.LG · 2017 · author #3
  8. Sample, computation vs storage tradeoffs for classification using tensor subspace models cs.LG · 2017 · author #2
  9. Word Embeddings via Tensor Factorization stat.ML · 2017 · author #2
  10. Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model stat.ML · 2016 · author #3
  11. Low-tubal-rank Tensor Completion using Alternating Minimization cs.LG · 2016 · author #2
  12. Algorithms for item categorization based on ordinal ranking data cs.LG · 2016 · author #2
  13. A Randomized Tensor Singular Value Decomposition based on the t-product math.NA · 2016 · author #4
  14. Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model cs.NA · 2016 · author #3
  15. On Deterministic Conditions for Subspace Clustering under Missing Data cs.IT · 2016 · author #2
  16. On deterministic conditions for subspace clustering under missing data cs.IT · 2016 · author #2
  17. Denoising and Completion of 3D Data via Multidimensional Dictionary Learning cs.LG · 2015 · author #2
  18. Multilinear Subspace Clustering cs.IT · 2015 · author #3
  19. Group-Invariant Subspace Clustering cs.IT · 2015 · author #1
  20. Information-theoretic Bounds on Matrix Completion under Union of Subspaces Model cs.IT · 2015 · author #2
  21. Adaptive Sampling of RF Fingerprints for Fine-grained Indoor Localization cs.IT · 2015 · author #2
  22. An algorithm for online tensor prediction stat.ML · 2015 · author #3
  23. Exact tensor completion using t-SVD cs.LG · 2015 · author #2
  24. Clustering multi-way data: a novel algebraic approach cs.LG · 2014 · author #2
  25. Novel methods for multilinear data completion and de-noising based on tensor-SVD cs.CV · 2014 · author #3
  26. First Order Methods for Robust Non-negative Matrix Factorization for Large Scale Noisy Data stat.ML · 2014 · author #2
  27. Robust Large Scale Non-negative Matrix Factorization using Proximal Point Algorithm stat.ML · 2014 · author #2
  28. Consensus in the presence of interference cs.SY · 2013 · author #2
  29. Joint multi-mode dispersion extraction in Fourier and space time domains physics.geo-ph · 2013 · author #2
  30. Methods for Large Scale Hydraulic Fracture Monitoring physics.geo-ph · 2013 · author #2
  31. Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data cs.IT · 2013 · author #3
  32. Exploiting Structural Complexity for Robust and Rapid Hyperspectral Imaging physics.geo-ph · 2013 · author #2
  33. Robust Hydraulic Fracture Monitoring (HFM) of Multiple Time Overlapping Events Using a Generalized Discrete Radon Transform physics.geo-ph · 2013 · author #2
  34. Complexity penalized hydraulic fracture localization and moment tensor estimation under limited model information physics.geo-ph · 2013 · author #2
  35. Information theoretic bounds for Compressed Sensing cs.IT · 2008 · author #1
  36. On sensing capacity of sensor networks for the class of linear observation, fixed SNR models cs.IT · 2007 · author #1
  37. Wireless ad-hoc networks: Strategies and Scaling laws for the fixed SNR regime cs.IT · 2006 · author #1

Mentions

  • 1510.04356 #1 · backfill · confidence 0.70 Shuchin Aeron
  • 1803.05026 #3 · arxiv_oai · confidence 0.70 Shuchin Aeron
  • 1609.05587 #3 · arxiv_oai · confidence 0.70 Shuchin Aeron
  • 1502.04689 #2 · arxiv_oai · confidence 0.70 Shuchin Aeron
  • 1508.03395 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1508.02324 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1401.1842 #2 · arxiv_oai · confidence 0.70 Shuchin Aeron
  • 1312.5202 #2 · arxiv_oai · confidence 0.70 Shuchin Aeron
  • 1507.07974 #3 · backfill · confidence 0.70 Shuchin Aeron
  • 1502.04689 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1412.7056 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1407.1785 #3 · backfill · confidence 0.70 Shuchin Aeron
  • 1403.5994 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1401.1842 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1312.5202 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1312.3981 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1309.1496 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1307.0805 #3 · backfill · confidence 0.70 Shuchin Aeron
  • 1305.2170 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1305.2169 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 1305.0060 #2 · backfill · confidence 0.70 Shuchin Aeron
  • 0804.3439 #1 · backfill · confidence 0.70 Shuchin Aeron
  • 0704.3434 #1 · backfill · confidence 0.70 Shuchin Aeron

Frequent Coauthors