35 citations · 55 across the 7 of their papers we have counts for
4 papers · 1 filter
Handwritten Amharic Character Recognition Using a Convolutional Neural Network
Mesay Samuel Gondere, Lars Schmidt-Thieme, Abiot Sinamo Boltena +1
Amharic is the official language of the Federal Democratic Republic of Ethiopia. There are lots of historic Amharic and Ethiopic handwritten documents addressing various relevant i…
Hyp-RL : Hyperparameter Optimization by Reinforcement Learning
Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
Hyperparameter tuning is an omnipresent problem in machine learning as it is an integral aspect of obtaining the state-of-the-art performance for any model. Most often, hyperparame…
In Hindsight: A Smooth Reward for Steady Exploration
Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
In classical Q-learning, the objective is to maximize the sum of discounted rewards through iteratively using the Bellman equation as an update, in an attempt to estimate the actio…
Dataset2Vec: Learning Dataset Meta-Features
Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka
Meta-learning, or learning to learn, is a machine learning approach that utilizes prior learning experiences to expedite the learning process on unseen tasks. As a data-driven appr…