pith. sign in

Karthikeyan Shanmugam

Identifiers

  • name variant Karthikeyan Shanmugam 0.60 · backfill

Papers (71)

  1. Inferring Asteroseismic Parameters from Short Observations Using Deep Learning: Application to TESS and K2 Red Giants astro-ph.SR · 2026 · author #5
  2. Regret minimization in Linear Bandits with offline data via extended D-optimal exploration cs.LG · 2025 · author #3
  3. A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food cs.LG · 2024 · author #7
  4. Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints cs.IR · 2023 · author #3
  5. General Identifiability and Achievability for Causal Representation Learning cs.LG · 2023 · author #3
  6. Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation cs.LG · 2023 · author #4
  7. Fairness under Covariate Shift: Improving Fairness-Accuracy tradeoff with few Unlabeled Test Samples cs.LG · 2023 · author #3
  8. Identifiability Guarantees for Causal Disentanglement from Soft Interventions stat.ML · 2023 · author #5
  9. Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge cs.LG · 2023 · author #2
  10. Optimal Best-Arm Identification in Bandits with Access to Offline Data cs.LG · 2023 · author #3
  11. InfoNCE Loss Provably Learns Cluster-Preserving Representations cs.LG · 2023 · author #3
  12. Score-based Causal Representation Learning with Interventions stat.ML · 2023 · author #3
  13. Optimal Algorithms for Latent Bandits with Cluster Structure cs.LG · 2023 · author #3
  14. Selective classification using a robust meta-learning approach cs.LG · 2022 · author #2
  15. Causal Bandits for Linear Structural Equation Models stat.ML · 2022 · author #2
  16. Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data cs.LG · 2022 · author #3
  17. PAC Generalization via Invariant Representations cs.LG · 2022 · author #2
  18. Fourier Representations for Black-Box Optimization over Categorical Variables cs.LG · 2022 · author #3
  19. Auto-Transfer: Learning to Route Transferrable Representations cs.LG · 2022 · author #4
  20. Scalable Intervention Target Estimation in Linear Models stat.ME · 2021 · author #2
  21. AI Explainability 360: Impact and Design cs.LG · 2021 · author #16
  22. Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators cs.LG · 2021 · author #4
  23. Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge cs.LG · 2021 · author #2
  24. Treatment Effect Estimation using Invariant Risk Minimization cs.LG · 2021 · author #3
  25. Efficient Encrypted Inference on Ensembles of Decision Trees cs.CR · 2021 · author #5
  26. A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous Q-Learning and TD-Learning Variants cs.LG · 2021 · author #4
  27. Stochastic Linear Bandits with Protected Subspace cs.LG · 2020 · author #4
  28. Active Structure Learning of Causal DAGs via Directed Clique Tree stat.ME · 2020 · author #6
  29. Empirical or Invariant Risk Minimization? A Sample Complexity Perspective cs.LG · 2020 · author #4
  30. Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions cs.LG · 2020 · author #2
  31. Causal Feature Selection for Algorithmic Fairness cs.LG · 2020 · author #2
  32. Combinatorial Black-Box Optimization with Expert Advice cs.LG · 2020 · author #2
  33. A Multi-Channel Neural Graphical Event Model with Negative Evidence cs.LG · 2020 · author #3
  34. Learning Global Transparent Models Consistent with Local Contrastive Explanations cs.LG · 2020 · author #3
  35. Invariant Risk Minimization Games cs.LG · 2020 · author #2
  36. Finite-Sample Analysis of Stochastic Approximation Using Smooth Convex Envelopes cs.LG · 2020 · author #4
  37. Differentially Private Distributed Data Summarization under Covariate Shift cs.LG · 2019 · author #2
  38. One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques cs.AI · 2019 · author #16
  39. Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions stat.ML · 2019 · author #3
  40. Model Agnostic Contrastive Explanations for Structured Data cs.LG · 2019 · author #5
  41. Enhancing Simple Models by Exploiting What They Already Know cs.LG · 2019 · author #2
  42. Leveraging Latent Features for Local Explanations cs.LG · 2019 · author #6
  43. Size of Interventional Markov Equivalence Classes in Random DAG Models stat.ML · 2019 · author #2
  44. Improving Simple Models with Confidence Profiles cs.LG · 2018 · author #2
  45. Mimic and Classify : A meta-algorithm for Conditional Independence Testing stat.ML · 2018 · author #2
  46. Structure Learning from Time Series with False Discovery Control stat.ML · 2018 · author #3
  47. Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes cs.LG · 2018 · author #4
  48. Contextual Bandits with Stochastic Experts stat.ML · 2018 · author #2
  49. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives cs.AI · 2018 · author #6
  50. From Centralized to Decentralized Coded Caching cs.IT · 2018 · author #2
  51. Model-Powered Conditional Independence Test stat.ML · 2017 · author #3
  52. A Formal Framework to Characterize Interpretability of Procedures cs.AI · 2017 · author #4
  53. TIP: Typifying the Interpretability of Procedures cs.AI · 2017 · author #4
  54. Sparse Quadratic Logistic Regression in Sub-quadratic Time stat.ML · 2017 · author #1
  55. Coded Caching with Linear Subpacketization is Possible using Ruzsa-Szem\'eredi Graphs cs.IT · 2017 · author #1
  56. Identifying Best Interventions through Online Importance Sampling stat.ML · 2017 · author #2
  57. Contextual Bandits with Latent Confounders: An NMF Approach cs.LG · 2016 · author #2
  58. An Efficient Multiple-Groupcast Coded Multicasting Scheme for Finite Fractional Caching cs.IT · 2015 · author #2
  59. Learning Causal Graphs with Small Interventions cs.AI · 2015 · author #1
  60. Distributed Estimation of Graph 4-Profiles cs.SI · 2015 · author #2
  61. Finite Length Analysis of Caching-Aided Coded Multicasting cs.IT · 2015 · author #1
  62. Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs cs.SI · 2015 · author #2
  63. On Approximating the Sum-Rate for Multiple-Unicasts cs.IT · 2015 · author #1
  64. On the Information Theoretic Limits of Learning Ising Models cs.LG · 2014 · author #1
  65. Sparse Polynomial Learning and Graph Sketching cs.LG · 2014 · author #2
  66. Graph Theory versus Minimum Rank for Index Coding cs.IT · 2014 · author #1
  67. Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes cs.IT · 2014 · author #1
  68. A Repair Framework for Scalar MDS Codes cs.IT · 2013 · author #1
  69. Index Coding Problem with Side Information Repositories cs.IT · 2013 · author #1
  70. Local Graph Coloring and Index Coding cs.IT · 2013 · author #1
  71. FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers cs.NI · 2011 · author #1

Mentions

  • 2207.07174 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2310.08056 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2403.10638 #7 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2310.15450 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2310.07535 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2212.05987 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2307.06250 #5 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2311.03376 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2102.01567 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2301.07040 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2306.11008 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2306.09048 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2301.08230 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2208.12764 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2302.07920 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2010.16412 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2205.15196 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2006.06053 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2202.01011 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2106.11560 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2202.03712 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2109.12151 #16 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2111.07512 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2002.00874 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2106.12729 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1905.12698 #6 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2103.07788 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2103.03411 #5 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1802.08737 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2011.01016 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2011.00641 #6 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2010.15234 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2002.08247 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2006.03963 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1907.10154 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1905.13565 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2002.04692 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 2002.09575 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1910.12832 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1909.03012 #16 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1906.00117 #5 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1805.05396 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1903.02054 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1807.07506 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1802.07623 #6 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1706.02952 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1806.09708 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1805.09909 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1801.07734 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1709.06138 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1707.03886 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1701.02789 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1703.02682 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1701.07115 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1312.2135 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1510.02215 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1511.07539 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1504.05294 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1511.00041 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1508.05175 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1506.06671 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1109.4179 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1411.1434 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1402.3902 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1402.3898 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1402.3895 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1307.2672 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1301.5359 #1 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1511.07539 #2 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1511.00041 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1510.02215 #2 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1606.00119 #2 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
  • 1508.05175 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1506.06671 #2 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1504.05294 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1411.1434 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1402.3902 #2 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1402.3898 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1402.3895 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1312.2135 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1307.2672 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1301.5359 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam
  • 1109.4179 #1 · backfill · confidence 0.70 Karthikeyan Shanmugam

Frequent Coauthors