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Inderjit S. Dhillon

Identifiers

  • name variant Inderjit S. Dhillon 0.60 · backfill

Papers (39)

  1. ODRPO: Ordinal Decompositions of Discrete Rewards for Robust Policy Optimization cs.LG · 2026 · author #3
  2. GroupDPO: Memory efficient Group-wise Direct Preference Optimization cs.CL · 2026 · author #5
  3. The Art of Scaling Reinforcement Learning Compute for LLMs cs.LG · 2025 · author #7
  4. LLM-guided Hierarchical Search for End-to-end Reasoning Intensive Retrieval cs.IR · 2025 · author #5
  5. Inverting Deep Generative models, One layer at a time cs.LG · 2019 · author #3
  6. Primal-Dual Block Frank-Wolfe cs.LG · 2019 · author #4
  7. AutoAssist: A Framework to Accelerate Training of Deep Neural Networks cs.LG · 2019 · author #3
  8. The Limitations of Adversarial Training and the Blind-Spot Attack stat.ML · 2019 · author #5
  9. Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification cs.LG · 2018 · author #5
  10. Nonlinear Inductive Matrix Completion based on One-layer Neural Networks cs.LG · 2018 · author #4
  11. Towards Fast Computation of Certified Robustness for ReLU Networks stat.ML · 2018 · author #7
  12. Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization cs.LG · 2018 · author #3
  13. Learning Long Term Dependencies via Fourier Recurrent Units cs.LG · 2018 · author #4
  14. Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels cs.LG · 2017 · author #3
  15. Recovery Guarantees for One-hidden-layer Neural Networks cs.LG · 2017 · author #5
  16. Similarity Preserving Representation Learning for Time Series Clustering cs.AI · 2017 · author #5
  17. A Greedy Approach for Budgeted Maximum Inner Product Search cs.DS · 2016 · author #4
  18. Communication-Efficient Parallel Block Minimization for Kernel Machines cs.LG · 2016 · author #3
  19. Generalized Root Models: Beyond Pairwise Graphical Models for Univariate Exponential Families stat.ML · 2016 · author #3
  20. Extreme Stochastic Variational Inference: Distributed and Asynchronous stat.ML · 2016 · author #6
  21. Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies stat.ML · 2016 · author #3
  22. Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering cs.LG · 2016 · author #4
  23. High-dimensional Time Series Prediction with Missing Values cs.LG · 2015 · author #3
  24. Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons stat.ML · 2015 · author #5
  25. Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics cs.LG · 2015 · author #4
  26. PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent cs.LG · 2015 · author #3
  27. Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion cs.SI · 2015 · author #3
  28. A Scalable Asynchronous Distributed Algorithm for Topic Modeling cs.DC · 2014 · author #5
  29. PU Learning for Matrix Completion cs.LG · 2014 · author #3
  30. Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators stat.ML · 2014 · author #3
  31. A Divide-and-Conquer Solver for Kernel Support Vector Machines cs.LG · 2013 · author #3
  32. Large-scale Multi-label Learning with Missing Labels cs.LG · 2013 · author #4
  33. Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation cs.LG · 2013 · author #3
  34. Provable Inductive Matrix Completion cs.LG · 2013 · author #2
  35. Prediction and Clustering in Signed Networks: A Local to Global Perspective cs.SI · 2013 · author #5
  36. Multi-Scale Link Prediction cs.SI · 2012 · author #3
  37. Orthogonal Matching Pursuit with Replacement cs.IT · 2011 · author #3
  38. Metric and Kernel Learning using a Linear Transformation cs.LG · 2009 · author #4
  39. Guaranteed Rank Minimization via Singular Value Projection cs.LG · 2009 · author #3

Mentions

  • 1406.7321 #3 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 1311.0914 #3 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 1307.5101 #4 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 1306.3212 #3 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 1306.0626 #2 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 2510.13217 #5 · arxiv_oai · confidence 0.70 Inderjit S. Dhillon
  • 1302.5145 #5 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 1206.1891 #3 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 1106.2774 #3 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 2605.12667 #3 · arxiv_oai · confidence 0.70 Inderjit S. Dhillon
  • 0910.5932 #4 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 0909.5457 #3 · backfill · confidence 0.70 Inderjit S. Dhillon
  • 2510.13786 #7 · arxiv_oai · confidence 0.70 Inderjit S. Dhillon

Frequent Coauthors