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Malik Magdon-Ismail

Identifiers

  • name variant Malik Magdon-Ismail 0.60 · backfill

Papers (42)

  1. WIN-U: Woodbury-Informed Newton-Unlearning as a retain-free Machine Unlearning Framework cs.LG · 2026 · author #3
  2. The Normal Distributions Indistinguishability Spectrum and its Application to Privacy-Preserving Machine Learning cs.CR · 2023 · author #3
  3. Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelines cs.CV · 2019 · author #2
  4. PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography cs.LG · 2019 · author #2
  5. Network Lens: Node Classification in Topologically Heterogeneous Networks cs.SI · 2019 · author #2
  6. The Intrinsic Scale of Networks is Small cs.SI · 2019 · author #1
  7. A Mathematical Model for Optimal Decisions in a Representative Democracy cs.GT · 2018 · author #1
  8. Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers cs.LG · 2018 · author #2
  9. Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification cs.CV · 2018 · author #2
  10. A Robust Asynchronous Newton Method for Massive Scale Computing Systems cs.DC · 2016 · author #2
  11. Structural Convergence Results for Approximation of Dominant Subspaces from Block Krylov Spaces cs.NA · 2016 · author #4
  12. Node-By-Node Greedy Deep Learning for Interpretable Features cs.LG · 2016 · author #2
  13. Column Selection via Adaptive Sampling cs.DS · 2015 · author #2
  14. Approximating Sparse PCA from Incomplete Data cs.LG · 2015 · author #3
  15. Recovering PCA from Hybrid-$(\ell_1,\ell_2)$ Sparse Sampling of Data Elements cs.IT · 2015 · author #3
  16. Optimal Sparse Linear Auto-Encoders and Sparse PCA cs.LG · 2015 · author #1
  17. NP-Hardness and Inapproximability of Sparse PCA cs.LG · 2015 · author #1
  18. Extracting Hidden Groups and their Structure from Streaming Interaction Data cs.SI · 2015 · author #3
  19. MilkyWay@home: Harnessing volunteer computers to constrain dark matter in the Milky Way astro-ph.GA · 2014 · author #4
  20. Feature Selection for Linear SVM with Provable Guarantees stat.ML · 2014 · author #2
  21. Faster SVD-Truncated Least-Squares Regression cs.DS · 2014 · author #2
  22. A note on sparse least-squares regression cs.DS · 2013 · author #2
  23. A Spatial Characterization of the Sagittarius Dwarf Galaxy Tidal Tails astro-ph.GA · 2013 · author #5
  24. Seeding Influential Nodes in Non-Submodular Models of Information Diffusion cs.SI · 2013 · author #3
  25. Random Projections for Linear Support Vector Machines cs.LG · 2012 · author #3
  26. Spreading Processes and Large Components in Ordered, Directed Random Graphs math.CO · 2012 · author #2
  27. The Fast Cauchy Transform and Faster Robust Linear Regression cs.DS · 2012 · author #3
  28. Near-optimal Coresets For Least-Squares Regression cs.DS · 2012 · author #3
  29. Near-Optimal Target Learning With Stochastic Binary Signals cs.LG · 2012 · author #3
  30. Pushing Your Point of View: Behavioral Measures of Manipulation in Wikipedia cs.SI · 2011 · author #3
  31. Deterministic Feature Selection for $k$-means Clustering cs.LG · 2011 · author #2
  32. Fast approximation of matrix coherence and statistical leverage cs.DS · 2011 · author #2
  33. A Note On Estimating the Spectral Norm of A Matrix Efficiently cs.DS · 2011 · author #1
  34. Using a Non-Commutative Bernstein Bound to Approximate Some Matrix Algorithms in the Spectral Norm cs.DS · 2011 · author #1
  35. An Analysis of Optimal Link Bombs cs.DM · 2011 · author #3
  36. Near-Optimal Column-Based Matrix Reconstruction cs.DS · 2011 · author #3
  37. Embedding a Forest in a Graph math.CO · 2010 · author #2
  38. Efficient Computation of Optimal Trading Strategies cs.CE · 2010 · author #2
  39. Comparing Prediction Market Structures, With an Application to Market Making q-fin.TR · 2010 · author #3
  40. Row Sampling for Matrix Algorithms via a Non-Commutative Bernstein Bound cs.DS · 2010 · author #1
  41. Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix cs.CC · 2010 · author #2
  42. Maximum Likelihood Fitting of Tidal Streams With Application to the Sagittarius Dwarf Tidal Tails astro-ph · 2008 · author #3

Mentions

  • 1209.2088 #2 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1207.4684 #3 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1202.3704 #3 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1202.3505 #3 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1111.2092 #3 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1109.5664 #2 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1109.3843 #2 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1104.2076 #1 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1103.5453 #1 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1103.1359 #3 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1103.0995 #3 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 2309.01243 #3 · arxiv_oai · confidence 0.70 Malik Magdon-Ismail
  • 1011.3882 #2 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1009.4683 #2 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1009.1446 #3 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1008.0587 #1 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 1006.4349 #2 · backfill · confidence 0.70 Malik Magdon-Ismail
  • 0805.2121 #3 · backfill · confidence 0.70 Malik Magdon-Ismail

Frequent Coauthors