Results 81 to 90 of about 860,662 (182)

Deep Probabilistic Graphical Modeling

, 2020
Probabilistic graphical modeling (PGM) provides a framework for formulating an interpretable generative process of data and expressing uncertainty about unknowns, but it lacks flexibility. Deep learning (DL) is an alternative framework for learning from data that has achieved great empirical success in recent years.
openaire   +3 more sources

Distributional Probabilistic Model Checking

Probabilistic model checking can provide formal guarantees on the behavior of stochastic models relating to a wide range of quantitative properties, such as runtime, energy consumption or cost. But decision making is typically with respect to the expected value of these quantities, which can mask important aspects of the full probability distribution ...
Ingy Elsayed-Aly, David Parker, Lu Feng
openaire   +2 more sources

A Probabilistic Model of Human Activity Recognition with Loose Clothing. [PDF]

Sensors (Basel), 2023
Shen T, Di Giulio I, Howard M.
europepmc   +1 more source

Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model. [PDF]

Med Image Comput Comput Assist Interv, 2023
Peng W, Adeli E, Bosschieter T, Hyun Park S, Zhao Q, Pohl KM.   +5 more
europepmc   +1 more source

LinguaPhylo: A probabilistic model specification language for reproducible phylogenetic analyses. [PDF]

PLoS Comput Biol, 2023
Drummond AJ, Chen K, Mendes FK, Xie D.
europepmc   +1 more source

Egosyntonicity and emotion regulation: a probabilistic model of valence dynamics. [PDF]

R Soc Open Sci
Vitanza E, Mocenni C, De Lellis P.
europepmc   +1 more source

Few-shot CBCT-based synthetic CT generation with denoising diffusion probabilistic model. [PDF]

Med Phys
Yeap PL, Du X, Zhou M, Hoole A, Barnett GC, Jena R.   +5 more
europepmc   +1 more source

Diffusion probabilistic model for Tibetan painted sketch extraction. [PDF]

Sci Rep
Wang F, Geng S, Jia Z, Dang M.
europepmc   +1 more source

Probabilistic model checking of cancer metabolism. [PDF]

Sci Rep, 2022
Friedenberg MD, Lita A, Gilbert MR, Larion M, Celiku O.   +4 more
europepmc   +1 more source

Estimating future variant Creutzfeldt-Jakob disease cases in the UK: a cohort-based probabilistic model. [PDF]

Lancet Reg Health Eur
Roberts B, Riley J, Evans TJ, Knight R, Manson J, Medley G, Upadhyay M, Sinka K, Mead S.   +8 more
europepmc   +1 more source