Concepedia

Hidden State Inference

Hidden State Inference is the computational process of determining the most probable sequence of unobserved states in a Hidden Markov Model given a sequence of observed emissions and the model’s parameters.

260

Publications

16K

Citations

762

Authors

311

Institutions

Publications per year

2017–2026

106

Parents

Publications

260

A Recurrent Latent Variable Model for Sequential Data

Jun‐Young Chung, Kyle Kastner, Laurent Dinh et al. · arXiv (Cornell University) · 2015 · 705 citations · Full text

, , +15

Neural Ordinary Differential Equations

Ricky T. Q. Chen, Yulia Rubanova, Jesse Bettencourt et al. · arXiv (Cornell University) · 2018 · 570 citations · Full text

, , +16

The Hidden Information State model: A practical framework for POMDP-based spoken dialogue management

Steve Young, Milica Gašić, Simon Keizer et al. · Computer Speech & Language · 2009 · 491 citations · Full text

, , +14

Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation

J. Zico Kolter, Tommi Jaakkola · DSpace@MIT (Massachusetts Institute of Technology) · 2018 · 464 citations · Full text

, , +16

Reinforcement learning with selective perception and hidden state

Andrew Kachites McCallum, Dana H. Ballard · 1996 · 421 citations

, , +12

1–5 of 260

Authors

762

  1. SY
    Steve Young

    University of Cambridge, United Kingdom

    4 publications · 780 citations

    4

    h-index

  2. JS
    Jinsong Su

    Xiamen University, China

    4 publications · 179 citations

    4

    h-index

  3. ZG
    Zoubin Ghahramani

    University of Cambridge, United Kingdom

    4 publications · 356 citations

    4

    h-index

  4. SJ
    Samuel J. Gershman

    Harvard University, United States

    3 publications · 442 citations

    3

    h-index

  5. MJ
    Matthew J. Beal

    University at Buffalo, State University of New York, United States

    3 publications · 363 citations

    3

    h-index

1–5 of 762

Institutions

311

  1. Massachusetts Institute of Technology

    Cambridge, United States

    9 h-index

    16 publications

    2.7K citations

  2. Harvard University

    Cambridge, United States

    9 h-index

    14 publications

    1.7K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    12 publications

    962 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    7 h-index

    23 publications

    4.1K citations

  5. University of Toronto

    Toronto, Canada

    7 h-index

    13 publications

    3.4K citations

  6. University College London

    London, United Kingdom

    6 h-index

    18 publications

    2K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    12 publications

    601 citations

  8. University of Oxford

    Oxford, United Kingdom

    5 h-index

    8 publications

    466 citations

1–8 of 311

Venues

  1. arXiv (Cornell University)

    Repository · 22 publications · 1.9K citations

    16

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 261 citations

    5

    h-index

  3. IEEE Transactions on Signal Processing

    4 publications · 324 citations

    4

    h-index

  4. Advances in Applied Probability

    AAP · 3 publications · 87 citations

    3

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 3 publications · 74 citations

    3

    h-index

1–5