Essays about: "Adam Grünwald"

Found 2 essays containing the words Adam Grünwald.

1. 1. APPLICATIONS OF DEEP LEARNING IN TEXT CLASSIFICATION FOR HIGHLY MULTICLASS DATA

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Adam Grünwald; [2019]
   Keywords : ULMFiT; Neural Networks; NLP; LSTM; Transfer Learning;

   Abstract : Text classification using deep learning is rarely applied to tasks with more than ten target classes. This thesis investigates if deep learning can be successfully applied to a task with over 1000 target classes. A pretrained Long Short-Term Memory language model is fine-tuned and used as a base for the classifier. READ MORE

3. 2. Predicting the NHL playoffs with Poisson regression

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Jesper Ludvigsen; Adam Grünwald; [2017]
   Keywords : Predicting; Poisson regression;

   Abstract : Using historical data from the past two seasons of the National Hockey League, three different prediction models based on Poisson regression are developed. The aim is to determine whether taking into account the recent form of a team as well as data from how they have previously performed against their opponent can help make better predictions of how many goals they will score against this opponent and thereby calculate the likelihood of each outcome. READ MORE