12 citations · 41 across the 13 of their papers we have counts for
4 papers · 1 filter
Human-to-AI Coach: Improving Human Inputs to AI Systems
Johannes Schneider
Humans increasingly interact with Artificial intelligence(AI) systems. AI systems are optimized for objectives such as minimum computation or minimum error rate in recognizing and…
Personalization of Deep Learning
Johannes Schneider, Michail Vlachos
We discuss training techniques, objectives and metrics toward personalization of deep learning models. In machine learning, personalization addresses the goal of a trained model to…
Locality-Promoting Representation Learning
Johannes Schneider
This work investigates fundamental questions related to learning features in convolutional neural networks (CNN). Empirical findings across multiple architectures such as VGG, ResN…
Personalized explanation in machine learning: A conceptualization
Johanes Schneider, Joshua Handali
Explanation in machine learning and related fields such as artificial intelligence aims at making machine learning models and their decisions understandable to humans. Existing wor…