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Animashree Anandkumar

Identifiers

  • name variant Animashree Anandkumar 0.60 · backfill

Papers (49)

  1. FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators physics.ao-ph · 2022 · author #13
  2. Question Type Guided Attention in Visual Question Answering cs.CV · 2018 · author #4
  3. Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs cs.LG · 2018 · author #3
  4. Deep Active Learning for Named Entity Recognition cs.CL · 2017 · author #5
  5. Experimental results : Reinforcement Learning of POMDPs using Spectral Methods cs.AI · 2017 · author #3
  6. Reinforcement Learning in Rich-Observation MDPs using Spectral Methods cs.AI · 2016 · author #3
  7. Unsupervised learning of transcriptional regulatory networks via latent tree graphical models q-bio.MN · 2016 · author #5
  8. Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies cs.AI · 2016 · author #3
  9. Online and Differentially-Private Tensor Decomposition stat.ML · 2016 · author #2
  10. Tensor Contractions with Extended BLAS Kernels on CPU and GPU cs.DC · 2016 · author #3
  11. Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition cs.CL · 2016 · author #2
  12. Spectral Methods for Correlated Topic Models cs.LG · 2016 · author #2
  13. Reinforcement Learning of POMDPs using Spectral Methods cs.AI · 2016 · author #3
  14. Discovering Neuronal Cell Types and Their Gene Expression Profiles Using a Spatial Point Process Mixture Model q-bio.NC · 2016 · author #2
  15. Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations cs.LG · 2015 · author #1
  16. Fast and Guaranteed Tensor Decomposition via Sketching stat.ML · 2015 · author #4
  17. Convolutional Dictionary Learning through Tensor Factorization cs.LG · 2015 · author #2
  18. Are you going to the party: depends, who else is coming? [Learning hidden group dynamics via conditional latent tree models] cs.SI · 2014 · author #3
  19. Non-convex Robust PCA cs.IT · 2014 · author #4
  20. Sample Complexity Analysis for Learning Overcomplete Latent Variable Models through Tensor Methods cs.LG · 2014 · author #1
  21. Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-$1$ Updates cs.LG · 2014 · author #1
  22. Nonparametric Estimation of Multi-View Latent Variable Models cs.LG · 2013 · author #2
  23. Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization cs.LG · 2013 · author #2
  24. A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries stat.ML · 2013 · author #2
  25. Online Tensor Methods for Learning Latent Variable Models cs.LG · 2013 · author #4
  26. When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity cs.LG · 2013 · author #1
  27. Active Learning of Multiple Source Multiple Destination Topologies cs.NI · 2012 · author #3
  28. High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models stat.ML · 2012 · author #2
  29. Learning Topic Models and Latent Bayesian Networks Under Expansion Constraints stat.ML · 2012 · author #1
  30. A Spectral Algorithm for Latent Dirichlet Allocation cs.LG · 2012 · author #1
  31. Learning loopy graphical models with latent variables: Efficient methods and guarantees stat.ML · 2012 · author #1
  32. A Method of Moments for Mixture Models and Hidden Markov Models cs.LG · 2012 · author #1
  33. High-dimensional structure estimation in Ising models: Local separation criterion stat.ML · 2011 · author #1
  34. Spectral Methods for Learning Multivariate Latent Tree Structure cs.LG · 2011 · author #1
  35. High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion cs.LG · 2011 · author #1
  36. Feedback Message Passing for Inference in Gaussian Graphical Models stat.ML · 2011 · author #3
  37. Summary Based Structures with Improved Sublinear Recovery for Compressed Sensing cs.IT · 2011 · author #3
  38. Topology Discovery of Sparse Random Graphs With Few Participants cs.SI · 2011 · author #1
  39. Energy-Latency Tradeoff for In-Network Function Computation in Random Networks cs.NI · 2011 · author #3
  40. Robust Rate-Maximization Game Under Bounded Channel Uncertainty cs.IT · 2010 · author #2
  41. High Dimensional Structure Learning of Ising Models on Sparse Random Graphs math.ST · 2010 · author #1
  42. Learning Latent Tree Graphical Models stat.ML · 2010 · author #3
  43. Seeing Through Black Boxes : Tracking Transactions through Queues under Monitoring Resource Constraints cs.PF · 2010 · author #1
  44. Distributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret cs.NI · 2010 · author #1
  45. Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates cs.IT · 2010 · author #2
  46. Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures stat.ML · 2009 · author #2
  47. A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures stat.ML · 2009 · author #2
  48. Energy Scaling Laws for Distributed Inference in Random Fusion Networks cs.IT · 2008 · author #1
  49. Detection of Gauss-Markov Random Fields with Nearest-Neighbor Dependency cs.IT · 2007 · author #1

Mentions

  • 1311.3287 #2 · backfill · confidence 0.70 Animashree Anandkumar
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  • 1308.2853 #1 · backfill · confidence 0.70 Animashree Anandkumar
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  • 1209.5350 #1 · backfill · confidence 0.70 Animashree Anandkumar
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  • 1203.3887 #1 · backfill · confidence 0.70 Animashree Anandkumar
  • 1203.0683 #1 · backfill · confidence 0.70 Animashree Anandkumar
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  • 1105.1853 #3 · backfill · confidence 0.70 Animashree Anandkumar
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  • 1102.5063 #1 · backfill · confidence 0.70 Animashree Anandkumar
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  • 1011.1566 #2 · backfill · confidence 0.70 Animashree Anandkumar
  • 1011.0129 #1 · backfill · confidence 0.70 Animashree Anandkumar
  • 1009.2722 #3 · backfill · confidence 0.70 Animashree Anandkumar
  • 1006.1674 #1 · backfill · confidence 0.70 Animashree Anandkumar
  • 1006.1673 #1 · backfill · confidence 0.70 Animashree Anandkumar
  • 1005.0766 #2 · backfill · confidence 0.70 Animashree Anandkumar
  • 0909.5216 #2 · backfill · confidence 0.70 Animashree Anandkumar
  • 0905.0940 #2 · backfill · confidence 0.70 Animashree Anandkumar
  • 0809.0686 #1 · backfill · confidence 0.70 Animashree Anandkumar
  • 0706.1588 #1 · backfill · confidence 0.70 Animashree Anandkumar

Frequent Coauthors