pith. the verified trust layer for science. sign in

Karthikeyan Shanmugam

Identifiers

No identifiers captured yet.

Papers (31)

  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. Model Agnostic Contrastive Explanations for Structured Data cs.LG · 2019 · author #5
  4. Size of Interventional Markov Equivalence Classes in Random DAG Models stat.ML · 2019 · author #2
  5. Improving Simple Models with Confidence Profiles cs.LG · 2018 · author #2
  6. Mimic and Classify : A meta-algorithm for Conditional Independence Testing stat.ML · 2018 · author #2
  7. Structure Learning from Time Series with False Discovery Control stat.ML · 2018 · author #3
  8. Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes cs.LG · 2018 · author #4
  9. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives cs.AI · 2018 · author #6
  10. From Centralized to Decentralized Coded Caching cs.IT · 2018 · author #2
  11. Model-Powered Conditional Independence Test stat.ML · 2017 · author #3
  12. A Formal Framework to Characterize Interpretability of Procedures cs.AI · 2017 · author #4
  13. TIP: Typifying the Interpretability of Procedures cs.AI · 2017 · author #4
  14. Sparse Quadratic Logistic Regression in Sub-quadratic Time stat.ML · 2017 · author #1
  15. Coded Caching with Linear Subpacketization is Possible using Ruzsa-Szem\'eredi Graphs cs.IT · 2017 · author #1
  16. Identifying Best Interventions through Online Importance Sampling stat.ML · 2017 · author #2
  17. Contextual Bandits with Latent Confounders: An NMF Approach cs.LG · 2016 · author #2
  18. An Efficient Multiple-Groupcast Coded Multicasting Scheme for Finite Fractional Caching cs.IT · 2015 · author #2
  19. Learning Causal Graphs with Small Interventions cs.AI · 2015 · author #1
  20. Distributed Estimation of Graph 4-Profiles cs.SI · 2015 · author #2
  21. Finite Length Analysis of Caching-Aided Coded Multicasting cs.IT · 2015 · author #1
  22. Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs cs.SI · 2015 · author #2
  23. On Approximating the Sum-Rate for Multiple-Unicasts cs.IT · 2015 · author #1
  24. On the Information Theoretic Limits of Learning Ising Models cs.LG · 2014 · author #1
  25. Sparse Polynomial Learning and Graph Sketching cs.LG · 2014 · author #2
  26. Graph Theory versus Minimum Rank for Index Coding cs.IT · 2014 · author #1
  27. Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes cs.IT · 2014 · author #1
  28. A Repair Framework for Scalar MDS Codes cs.IT · 2013 · author #1
  29. Index Coding Problem with Side Information Repositories cs.IT · 2013 · author #1
  30. Local Graph Coloring and Index Coding cs.IT · 2013 · author #1
  31. FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers cs.NI · 2011 · author #1

Mentions

No mention provenance yet.

Frequent Coauthors