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Guido Montufar

Identifiers

  • name variant Guido Montufar 0.60 · backfill

Papers (23)

  1. Implicit Bias of Mirror Flow in Homogeneous Neural Networks: Sparse and Dense Feature Learning cs.LG · 2026 · author #2
  2. Restricted Boltzmann Machines: Introduction and Review cs.LG · 2018 · author #1
  3. Mixtures and products in two graphical models stat.ML · 2017 · author #2
  4. Geometry of Policy Improvement cs.AI · 2017 · author #1
  5. Information Theoretically Aided Reinforcement Learning for Embodied Agents cs.AI · 2016 · author #1
  6. Evaluating Morphological Computation in Muscle and DC-motor Driven Models of Human Hopping cs.AI · 2015 · author #3
  7. Dimension of Marginals of Kronecker Product Models stat.ML · 2015 · author #1
  8. Hierarchical Models as Marginals of Hierarchical Models math.PR · 2015 · author #1
  9. Universal Approximation of Markov Kernels by Shallow Stochastic Feedforward Networks cs.LG · 2015 · author #1
  10. Geometry and Determinism of Optimal Stationary Control in Partially Observable Markov Decision Processes math.OC · 2015 · author #1
  11. Mode Poset Probability Polytopes math.CO · 2015 · author #1
  12. Deep Narrow Boltzmann Machines are Universal Approximators stat.ML · 2014 · author #1
  13. Sequential Recurrence-Based Multidimensional Universal Source Coding of Lempel-Ziv Type cs.IT · 2014 · author #2
  14. A Theory of Cheap Control in Embodied Systems cs.SY · 2014 · author #1
  15. Expressive Power and Approximation Errors of Restricted Boltzmann Machines stat.ML · 2014 · author #1
  16. On the Fisher Metric of Conditional Probability Polytopes math.DG · 2014 · author #1
  17. Geometry and Expressive Power of Conditional Restricted Boltzmann Machines cs.NE · 2014 · author #1
  18. On the number of response regions of deep feed forward networks with piece-wise linear activations cs.LG · 2013 · author #2
  19. Maximal Information Divergence from Statistical Models defined by Neural Networks math.ST · 2013 · author #1
  20. Discrete Restricted Boltzmann Machines stat.ML · 2013 · author #1
  21. Universally Typical Sets for Ergodic Sources of Multidimensional Data cs.IT · 2011 · author #2
  22. Mixture decompositions of exponential families using a decomposition of their sample spaces math.ST · 2010 · author #1
  23. Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines stat.ML · 2010 · author #1

Mentions

  • 1411.3784 #1 · backfill · confidence 0.70 Guido Montufar
  • 1408.4433 #2 · backfill · confidence 0.70 Guido Montufar
  • 1407.6836 #1 · backfill · confidence 0.70 Guido Montufar
  • 1406.3140 #1 · backfill · confidence 0.70 Guido Montufar
  • 1404.0198 #1 · backfill · confidence 0.70 Guido Montufar
  • 1402.3346 #1 · backfill · confidence 0.70 Guido Montufar
  • 1312.6098 #2 · backfill · confidence 0.70 Guido Montufar
  • 1303.0268 #1 · backfill · confidence 0.70 Guido Montufar
  • 1301.3529 #1 · backfill · confidence 0.70 Guido Montufar
  • 1105.0393 #2 · backfill · confidence 0.70 Guido Montufar
  • 2605.19458 #2 · arxiv_oai · confidence 0.70 Guido Montufar
  • 1008.0204 #1 · backfill · confidence 0.70 Guido Montufar
  • 1005.1593 #1 · backfill · confidence 0.70 Guido Montufar

Frequent Coauthors