Essays about: "probabilistic programming"
Showing result 1 - 5 of 8 essays containing the words probabilistic programming.
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1. Evaluation of Probabilistic Programming Frameworks
University essay from Uppsala universitet/Statistiska institutionenAbstract : In recent years significant progress has been made in the area of Probabilistic Programming, contributing to a considerably easier workflow for quantitative research in many fields. However, as new Probabilistic Programming Frameworks (PPFs) are continuously being created and developed, there is a need for finding ways of evaluating and benchmarking these frameworks. READ MORE
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2. Stochastic EM for generic topic modeling using probabilistic programming
University essay from Uppsala universitet/Statistiska institutionenAbstract : Probabilistic topic models are a versatile class of models for discovering latent themes in document collections through unsupervised learning. Conventional inferential methods lack the scaling capabilities necessary for extensions to large-scale applications. READ MORE
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3. Basal Metabolic Rate (BMR) estimation using Probabilistic Graphical Models
University essay from Uppsala universitet/Statistiska institutionenAbstract : Obesity is a growing problem globally. Currently 2.3 billion adults are overweight, and this number is rising. The most common method for weight loss is calorie counting, in which to lose weight a person should be in a calorie deficit. READ MORE
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4. Interacting Particle Inferencefor Probabilistic Programming in Haskell
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Probabilistic programming shows much promise as a declarative way to define statistical models, but inference is often expensive. A parallelisable particle Markovchain Monte Carlo sampler is implemented in Haskell and the domain-specific language Monad-Bayes. READ MORE
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5. Strategic Battery Storage Integration into the Swedish Power Market
University essay from KTH/EnergiteknikAbstract : Omställningen mot fler förnyelsebara energikällor inom det svenska elsystemet innebär en större del variabel elproduktion. Detta ställer krav på en hög flexibilitet såsom att flytta energi i tiden där energilagring har en hög nyttjandegrad eftersom att det kan användas både för producent samt förbrukare. READ MORE