Karthikeyan Shanmugam
Identifiers
- name variant Karthikeyan Shanmugam 0.60 · backfill
Papers (75)
- Inferring Asteroseismic Parameters from Short Observations Using Deep Learning: Application to TESS and K2 Red Giants astro-ph.SR · 2026 · author #5
- Regret minimization in Linear Bandits with offline data via extended D-optimal exploration cs.LG · 2025 · author #3
- Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health Program cs.LG · 2024 · author #4
- Linear Causal Representation Learning from Unknown Multi-node Interventions cs.LG · 2024 · author #3
- A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food cs.LG · 2024 · author #7
- Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints cs.IR · 2023 · author #3
- General Identifiability and Achievability for Causal Representation Learning cs.LG · 2023 · author #3
- Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation cs.LG · 2023 · author #4
- Fairness under Covariate Shift: Improving Fairness-Accuracy tradeoff with few Unlabeled Test Samples cs.LG · 2023 · author #3
- Identifiability Guarantees for Causal Disentanglement from Soft Interventions stat.ML · 2023 · author #5
- Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge cs.LG · 2023 · author #2
- Optimal Best-Arm Identification in Bandits with Access to Offline Data cs.LG · 2023 · author #3
- InfoNCE Loss Provably Learns Cluster-Preserving Representations cs.LG · 2023 · author #3
- Score-based Causal Representation Learning with Interventions stat.ML · 2023 · author #3
- Optimal Algorithms for Latent Bandits with Cluster Structure cs.LG · 2023 · author #3
- Selective classification using a robust meta-learning approach cs.LG · 2022 · author #2
- Causal Bandits for Linear Structural Equation Models stat.ML · 2022 · author #2
- Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data cs.LG · 2022 · author #3
- PAC Generalization via Invariant Representations cs.LG · 2022 · author #2
- Fourier Representations for Black-Box Optimization over Categorical Variables cs.LG · 2022 · author #3
- Auto-Transfer: Learning to Route Transferrable Representations cs.LG · 2022 · author #4
- Scalable Intervention Target Estimation in Linear Models stat.ME · 2021 · author #2
- AI Explainability 360: Impact and Design cs.LG · 2021 · author #16
- Bandits with Stochastic Experts: Constant Regret, Empirical Experts and Episodes cs.LG · 2021 · author #4
- Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators cs.LG · 2021 · author #4
- Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge cs.LG · 2021 · author #2
- Treatment Effect Estimation using Invariant Risk Minimization cs.LG · 2021 · author #3
- Efficient Encrypted Inference on Ensembles of Decision Trees cs.CR · 2021 · author #5
- A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous Q-Learning and TD-Learning Variants cs.LG · 2021 · author #4
- Stochastic Linear Bandits with Protected Subspace cs.LG · 2020 · author #4
- Active Structure Learning of Causal DAGs via Directed Clique Tree stat.ME · 2020 · author #6
- Empirical or Invariant Risk Minimization? A Sample Complexity Perspective cs.LG · 2020 · author #4
- Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions cs.LG · 2020 · author #2
- Causal Feature Selection for Algorithmic Fairness cs.LG · 2020 · author #2
- Combinatorial Black-Box Optimization with Expert Advice cs.LG · 2020 · author #2
- A Multi-Channel Neural Graphical Event Model with Negative Evidence cs.LG · 2020 · author #3
- Bandits with Mean Bounds cs.LG · 2020 · author #3
- Learning Global Transparent Models Consistent with Local Contrastive Explanations cs.LG · 2020 · author #3
- Invariant Risk Minimization Games cs.LG · 2020 · author #2
- Finite-Sample Analysis of Stochastic Approximation Using Smooth Convex Envelopes cs.LG · 2020 · author #4
- Differentially Private Distributed Data Summarization under Covariate Shift cs.LG · 2019 · author #2
- One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques cs.AI · 2019 · author #16
- Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions stat.ML · 2019 · author #3
- Model Agnostic Contrastive Explanations for Structured Data cs.LG · 2019 · author #5
- Enhancing Simple Models by Exploiting What They Already Know cs.LG · 2019 · author #2
- Leveraging Latent Features for Local Explanations cs.LG · 2019 · author #6
- Size of Interventional Markov Equivalence Classes in Random DAG Models stat.ML · 2019 · author #2
- Improving Simple Models with Confidence Profiles cs.LG · 2018 · author #2
- Mimic and Classify : A meta-algorithm for Conditional Independence Testing stat.ML · 2018 · author #2
- Structure Learning from Time Series with False Discovery Control stat.ML · 2018 · author #3
- Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes cs.LG · 2018 · author #4
- Contextual Bandits with Stochastic Experts stat.ML · 2018 · author #2
- Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives cs.AI · 2018 · author #6
- From Centralized to Decentralized Coded Caching cs.IT · 2018 · author #2
- Model-Powered Conditional Independence Test stat.ML · 2017 · author #3
- A Formal Framework to Characterize Interpretability of Procedures cs.AI · 2017 · author #4
- TIP: Typifying the Interpretability of Procedures cs.AI · 2017 · author #4
- Sparse Quadratic Logistic Regression in Sub-quadratic Time stat.ML · 2017 · author #1
- Coded Caching with Linear Subpacketization is Possible using Ruzsa-Szem\'eredi Graphs cs.IT · 2017 · author #1
- Identifying Best Interventions through Online Importance Sampling stat.ML · 2017 · author #2
- Contextual Bandits with Latent Confounders: An NMF Approach cs.LG · 2016 · author #2
- An Efficient Multiple-Groupcast Coded Multicasting Scheme for Finite Fractional Caching cs.IT · 2015 · author #2
- Learning Causal Graphs with Small Interventions cs.AI · 2015 · author #1
- Distributed Estimation of Graph 4-Profiles cs.SI · 2015 · author #2
- Finite Length Analysis of Caching-Aided Coded Multicasting cs.IT · 2015 · author #1
- Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs cs.SI · 2015 · author #2
- On Approximating the Sum-Rate for Multiple-Unicasts cs.IT · 2015 · author #1
- On the Information Theoretic Limits of Learning Ising Models cs.LG · 2014 · author #1
- Sparse Polynomial Learning and Graph Sketching cs.LG · 2014 · author #2
- Graph Theory versus Minimum Rank for Index Coding cs.IT · 2014 · author #1
- Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes cs.IT · 2014 · author #1
- A Repair Framework for Scalar MDS Codes cs.IT · 2013 · author #1
- Index Coding Problem with Side Information Repositories cs.IT · 2013 · author #1
- Local Graph Coloring and Index Coding cs.IT · 2013 · author #1
- FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers cs.NI · 2011 · author #1
Mentions
- 2406.05937 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
- 2410.21405 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
- 2107.03263 #4 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
- 2002.08405 #3 · arxiv_oai · confidence 0.70 Karthikeyan Shanmugam
- 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
- Alexandros G. Dimakis 18 shared papers
- Amit Dhurandhar 15 shared papers
- Sanjay Shakkottai 13 shared papers
- Ronny Luss 9 shared papers
- Kush R. Varshney 7 shared papers
- Prasanna Sattigeri 7 shared papers
- Rajat Sen 7 shared papers
- Murat Kocaoglu 6 shared papers
- Pin-Yu Chen 6 shared papers
- Ali Tajer 5 shared papers
- Kartik Ahuja 5 shared papers
- Giuseppe Caire 4 shared papers
- Payel Das 4 shared papers
- Abhin Shah 3 shared papers
- Advait Parulekar 3 shared papers
- Arun Sai Suggala 3 shared papers
- Burak Varici 3 shared papers
- Chandler Squires 3 shared papers
- Dennis Wei 3 shared papers
- Nihal Sharma 3 shared papers