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07/17/2023
Fairness in KI-Systemen
The more AI-assisted decisions affect people's lives, the more important...
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11/07/2022
Automatic Creativity Measurement in Scratch Programs Across Modalities
Promoting creativity is considered an important goal of education, but c...
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07/26/2021
An A*-algorithm for the Unordered Tree Edit Distance with Custom Costs
The unordered tree edit distance is a natural metric to compute distance...
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05/04/2021
Reservoir Stack Machines
Memory-augmented neural networks equip a recurrent neural network with a...
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03/22/2021
ast2vec: Utilizing Recursive Neural Encodings of Python Programs
Educational datamining involves the application of datamining techniques...
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09/14/2020
Reservoir Memory Machines as Neural Computers
Differentiable neural computers extend artificial neural networks with a...
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08/25/2019
Adversarial Edit Attacks for Tree Data
Many machine learning models can be attacked with adversarial examples, ...
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05/15/2019
Embeddings and Representation Learning for Structured Data
Performing machine learning on structured data is complicated by the fac...
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02/01/2019
Dynamic fairness - Breaking vicious cycles in automatic decision making
In recent years, machine learning techniques have been increasingly appl...
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06/13/2018
Tree Edit Distance Learning via Adaptive Symbol Embeddings
Metric learning has the aim to improve classification accuracy by learni...
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05/18/2018
Tree Edit Distance Learning via Adaptive Symbol Embeddings: Supplementary Materials and Results
Metric learning has the aim to improve classification accuracy by learni...
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05/17/2018
Revisiting the tree edit distance and its backtracing: A tutorial
Almost 30 years ago, Zhang and Shasha published a seminal paper describi...
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08/22/2017
The Continuous Hint Factory - Providing Hints in Vast and Sparsely Populated Edit Distance Spaces
Intelligent tutoring systems can support students in solving multi-step ...
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04/21/2017