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Constantine Caramanis

Identifiers

  • name variant Constantine Caramanis 0.60 · backfill

Papers (51)

  1. MaxSketch: Robust Distinct Counting in Streams via Random Projections stat.ML · 2026 · author #2
  2. Entropy Aware Reward Guidance for Diffusion Language Model Alignment cs.LG · 2026 · author #3
  3. More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning cs.LG · 2019 · author #4
  4. Primal-Dual Block Frank-Wolfe cs.LG · 2019 · author #3
  5. Robust estimation of tree structured Gaussian Graphical Model stat.ML · 2019 · author #3
  6. High Dimensional Robust $M$-Estimation: Arbitrary Corruption and Heavy Tails cs.LG · 2019 · author #3
  7. Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression stat.ML · 2018 · author #3
  8. High Dimensional Robust Sparse Regression cs.LG · 2018 · author #4
  9. Approximate Newton-based statistical inference using only stochastic gradients cs.LG · 2018 · author #4
  10. The Shape of Alerts: Detecting Malware Using Distributed Detectors by Robustly Amplifying Transient Correlations cs.CR · 2018 · author #2
  11. The Stochastic Firefighter Problem cs.SY · 2017 · author #2
  12. Provable quantum state tomography via non-convex methods quant-ph · 2017 · author #5
  13. The Cost of Uncertainty in Curing Epidemics cs.SI · 2017 · author #2
  14. Exploiting Latent Attack Semantics for Intelligent Malware Detection cs.CR · 2017 · author #2
  15. Statistical inference using SGD cs.LG · 2017 · author #4
  16. Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach stat.ML · 2016 · author #3
  17. Solving a Mixture of Many Random Linear Equations by Tensor Decomposition and Alternating Minimization cs.LG · 2016 · author #2
  18. Finding Low-Rank Solutions via Non-Convex Matrix Factorization, Efficiently and Provably math.OC · 2016 · author #3
  19. Provable Burer-Monteiro factorization for a class of norm-constrained matrix problems stat.ML · 2016 · author #4
  20. Fast Algorithms for Robust PCA via Gradient Descent cs.IT · 2016 · author #4
  21. Regularized EM Algorithms: A Unified Framework and Statistical Guarantees cs.LG · 2015 · author #2
  22. User Association and Interference Management in Massive MIMO HetNets cs.IT · 2015 · author #4
  23. Optimal linear estimation under unknown nonlinear transform stat.ML · 2015 · author #3
  24. Binary Embedding: Fundamental Limits and Fast Algorithm cs.DS · 2015 · author #2
  25. FrogWild! -- Fast PageRank Approximations on Graph Engines cs.DC · 2015 · author #4
  26. Greedy Subspace Clustering stat.ML · 2014 · author #2
  27. Wireless Scheduling with Partial Channel State Information: Large Deviations and Optimality cs.IT · 2014 · author #2
  28. Distributed Resource Allocation in Device-to-Device Enhanced Cellular Networks cs.IT · 2014 · author #3
  29. Localized epidemic detection in networks with overwhelming noise cs.SI · 2014 · author #3
  30. A Convex Formulation for Mixed Regression with Two Components: Minimax Optimal Rates stat.ML · 2013 · author #3
  31. Modeling the Time-varying Subjective Quality of HTTP Video Streams with Rate Adaptations cs.MM · 2013 · author #4
  32. Delay-Constrained Video Transmission: Quality-driven Resource Allocation and Scheduling cs.IT · 2013 · author #2
  33. Alternating Minimization for Mixed Linear Regression stat.ML · 2013 · author #2
  34. Distinguishing Infections on Different Graph Topologies cs.SI · 2013 · author #2
  35. Resource Optimization in Device-to-Device Cellular Systems Using Time-Frequency Hopping cs.IT · 2013 · author #3
  36. Memory Limited, Streaming PCA stat.ML · 2013 · author #2
  37. On/Off Macrocells and Load Balancing in Heterogeneous Cellular Networks cs.IT · 2013 · author #3
  38. Loss Visibility Optimized Real-time Video Transmission over MIMO Systems cs.IT · 2013 · author #2
  39. Robust High Dimensional Sparse Regression and Matching Pursuit stat.ML · 2013 · author #2
  40. Exploiting Sparse Dynamics For Bandwidth Reduction In Cooperative Sensing Systems cs.IT · 2012 · author #2
  41. Feedback Allocation For OFDMA Systems With Slow Frequency-domain Scheduling cs.IT · 2012 · author #4
  42. Orthogonal Matching Pursuit with Noisy and Missing Data: Low and High Dimensional Results math.ST · 2012 · author #2
  43. User Association for Load Balancing in Heterogeneous Cellular Networks cs.IT · 2012 · author #5
  44. Low-rank Matrix Recovery from Errors and Erasures cs.IT · 2011 · author #4
  45. Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffs stat.ML · 2011 · author #3
  46. On Sharing Viral Video over an Ad Hoc Wireless Network cs.SI · 2011 · author #2
  47. Theory and Applications of Robust Optimization math.OC · 2010 · author #3
  48. Robust PCA via Outlier Pursuit cs.LG · 2010 · author #2
  49. Principal Component Analysis with Contaminated Data: The High Dimensional Case stat.ML · 2010 · author #2
  50. Robust Regression and Lasso cs.IT · 2008 · author #2
  51. Robustness and Regularization of Support Vector Machines cs.LG · 2008 · author #2

Mentions

  • 1206.0823 #2 · backfill · confidence 0.70 Constantine Caramanis
  • 1205.2833 #5 · backfill · confidence 0.70 Constantine Caramanis
  • 1104.0354 #4 · backfill · confidence 0.70 Constantine Caramanis
  • 2605.15571 #2 · arxiv_oai · confidence 0.70 Constantine Caramanis
  • 1102.2254 #3 · backfill · confidence 0.70 Constantine Caramanis
  • 1101.5088 #2 · backfill · confidence 0.70 Constantine Caramanis
  • 1010.5445 #3 · backfill · confidence 0.70 Constantine Caramanis
  • 1010.4237 #2 · backfill · confidence 0.70 Constantine Caramanis
  • 1002.4658 #2 · backfill · confidence 0.70 Constantine Caramanis
  • 0811.1790 #2 · backfill · confidence 0.70 Constantine Caramanis
  • 0803.3490 #2 · backfill · confidence 0.70 Constantine Caramanis

Frequent Coauthors