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Sanjiv Kumar

Identifiers

  • name variant Sanjiv Kumar 0.60 · backfill

Papers (35)

  1. CoDistill-GRPO: A Co-Distillation Recipe for Efficient Group Relative Policy Optimization cs.LG · 2026 · author #5
  2. Deep sequence models tend to memorize geometrically; it is unclear why cs.LG · 2025 · author #4
  3. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities cs.CL · 2025 · author #3321
  4. Adaptive Federated Optimization cs.LG · 2020 · author #7
  5. Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise cs.LG · 2019 · author #5
  6. On the Convergence of Adam and Beyond cs.LG · 2019 · author #3
  7. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes cs.LG · 2019 · author #5
  8. Local Orthogonal Decomposition for Maximum Inner Product Search cs.LG · 2019 · author #3
  9. Efficient Inner Product Approximation in Hybrid Spaces cs.LG · 2019 · author #5
  10. Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks cs.LG · 2018 · author #3
  11. Stochastic Negative Mining for Learning with Large Output Spaces cs.LG · 2018 · author #6
  12. Privacy and Utility Tradeoff in Approximate Differential Privacy cs.CR · 2018 · author #4
  13. Optimal Noise-Adding Mechanism in Additive Differential Privacy cs.CR · 2018 · author #4
  14. Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling stat.ML · 2018 · author #8
  15. cpSGD: Communication-efficient and differentially-private distributed SGD stat.ML · 2018 · author #4
  16. Nonlinear Online Learning with Adaptive Nystr\"{o}m Approximation cs.LG · 2018 · author #2
  17. Now Playing: Continuous low-power music recognition cs.SD · 2017 · author #5
  18. Learning Spread-out Local Feature Descriptors cs.CV · 2017 · author #3
  19. Efficient Natural Language Response Suggestion for Smart Reply cs.CL · 2017 · author #7
  20. Statistical mechanics of a polymer chain attached to the interface of a cone-shaped channel cond-mat.soft · 2017 · author #2
  21. Stochastic Generative Hashing cs.LG · 2017 · author #3
  22. Study of ZrO2 Thin Films Deposited at Glancing Angle by Magnetron Sputtering under Varying Substrate Rotation cond-mat.mtrl-sci · 2016 · author #9
  23. Distributed Mean Estimation with Limited Communication cs.LG · 2016 · author #3
  24. Orthogonal Random Features cs.LG · 2016 · author #5
  25. On Binary Embedding using Circulant Matrices cs.DS · 2015 · author #3
  26. Binary embeddings with structured hashed projections cs.LG · 2015 · author #5
  27. Structured Transforms for Small-Footprint Deep Learning stat.ML · 2015 · author #3
  28. Learning to Hash for Indexing Big Data - A Survey cs.LG · 2015 · author #3
  29. Quantization based Fast Inner Product Search cs.AI · 2015 · author #2
  30. Fast Online Clustering with Randomized Skeleton Sets cs.AI · 2015 · author #2
  31. Compact Nonlinear Maps and Circulant Extensions stat.ML · 2015 · author #2
  32. An exploration of parameter redundancy in deep networks with circulant projections cs.CV · 2015 · author #4
  33. Circulant Binary Embedding stat.ML · 2014 · author #2
  34. On Learning from Label Proportions stat.ML · 2014 · author #3
  35. $\propto$SVM for learning with label proportions cs.LG · 2013 · author #3

Mentions

  • 1405.3162 #2 · backfill · confidence 0.70 Sanjiv Kumar
  • 1402.5902 #3 · backfill · confidence 0.70 Sanjiv Kumar
  • 1306.0886 #3 · backfill · confidence 0.70 Sanjiv Kumar
  • 1904.00962 #5 · arxiv_oai · confidence 0.70 Sanjiv Kumar
  • 2003.00295 #7 · arxiv_oai · confidence 0.70 Sanjiv Kumar
  • 2510.26745 #4 · arxiv_oai · confidence 0.70 Sanjiv Kumar

Frequent Coauthors