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Anima Anandkumar

Identifiers

  • name variant Anima Anandkumar 0.60 · backfill

Papers (38)

  1. A Multi-Agent LLM Framework for Rating the Quality of Surgical Feedback cs.CL · 2026 · author #9
  2. TorchLean: Formalizing Neural Networks in Lean cs.MS · 2026 · author #6
  3. BRIDGE: Building Representations In Domain Guided Program Synthesis cs.LG · 2025 · author #5
  4. Mechanistic Interpretability with Sparse Autoencoder Neural Operators cs.LG · 2025 · author #3
  5. Elevating Variational Quantum Semidefinite Programs for Polynomial Objectives quant-ph · 2024 · author #4
  6. GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection cs.LG · 2024 · author #5
  7. Eureka: Human-Level Reward Design via Coding Large Language Models cs.RO · 2023 · author #9
  8. Voyager: An Open-Ended Embodied Agent with Large Language Models cs.AI · 2023 · author #8
  9. Fourier Neural Operator for Parametric Partial Differential Equations cs.LG · 2020 · author #7
  10. Neural Operator: Graph Kernel Network for Partial Differential Equations cs.LG · 2020 · author #7
  11. Out-of-Distribution Detection Using Neural Rendering Generative Models cs.LG · 2019 · author #5
  12. Stochastic Linear Bandits with Hidden Low Rank Structure cs.LG · 2019 · author #3
  13. Open Vocabulary Learning on Source Code with a Graph-Structured Cache cs.LG · 2018 · author #3
  14. signSGD with Majority Vote is Communication Efficient And Fault Tolerant cs.DC · 2018 · author #4
  15. Probabilistic FastText for Multi-Sense Word Embeddings cs.CL · 2018 · author #3
  16. Stochastic Activation Pruning for Robust Adversarial Defense cs.LG · 2018 · author #7
  17. Active Learning with Partial Feedback cs.LG · 2018 · author #3
  18. signSGD: Compressed Optimisation for Non-Convex Problems cs.LG · 2018 · author #4
  19. Learning From Noisy Singly-labeled Data cs.LG · 2017 · author #3
  20. StrassenNets: Deep Learning with a Multiplication Budget cs.LG · 2017 · author #3
  21. Compact Tensor Pooling for Visual Question Answering cs.CV · 2017 · author #3
  22. Tensor Contraction Layers for Parsimonious Deep Nets cs.LG · 2017 · author #5
  23. TensorLy: Tensor Learning in Python cs.LG · 2016 · author #3
  24. Homotopy Analysis for Tensor PCA stat.ML · 2016 · author #1
  25. Training Input-Output Recurrent Neural Networks through Spectral Methods cs.LG · 2016 · author #2
  26. Efficient approaches for escaping higher order saddle points in non-convex optimization cs.LG · 2016 · author #1
  27. Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods cs.LG · 2015 · author #3
  28. A Scale Mixture Perspective of Multiplicative Noise in Neural Networks stat.ML · 2015 · author #2
  29. Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models cs.CV · 2015 · author #2
  30. Learning Mixed Membership Community Models in Social Tagging Networks through Tensor Methods cs.LG · 2015 · author #1
  31. Score Function Features for Discriminative Learning cs.LG · 2014 · author #3
  32. Provable Tensor Methods for Learning Mixtures of Generalized Linear Models cs.LG · 2014 · author #3
  33. Score Function Features for Discriminative Learning: Matrix and Tensor Framework cs.LG · 2014 · author #3
  34. Provable Methods for Training Neural Networks with Sparse Connectivity cs.LG · 2014 · author #2
  35. Analyzing Tensor Power Method Dynamics in Overcomplete Regime cs.LG · 2014 · author #1
  36. Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Noisy Matrix Decomposition cs.LG · 2014 · author #2
  37. A Tensor Approach to Learning Mixed Membership Community Models cs.LG · 2013 · author #1
  38. Tensor decompositions for learning latent variable models cs.LG · 2012 · author #1

Mentions

  • 1412.6514 #3 · backfill · confidence 0.70 Anima Anandkumar
  • 1412.3046 #3 · backfill · confidence 0.70 Anima Anandkumar
  • 1412.2863 #3 · backfill · confidence 0.70 Anima Anandkumar
  • 1412.2693 #2 · backfill · confidence 0.70 Anima Anandkumar
  • 1411.1488 #1 · backfill · confidence 0.70 Anima Anandkumar
  • 1402.5131 #2 · backfill · confidence 0.70 Anima Anandkumar
  • 2605.25440 #9 · arxiv_oai · confidence 0.70 Anima Anandkumar
  • 2602.22631 #6 · arxiv_oai · confidence 0.70 Anima Anandkumar
  • 1302.2684 #1 · backfill · confidence 0.70 Anima Anandkumar
  • 1210.7559 #1 · backfill · confidence 0.70 Anima Anandkumar
  • 2403.03507 #5 · arxiv_oai · confidence 0.70 Anima Anandkumar

Frequent Coauthors