Heiner Stuckenschmidt
4 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
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Multi-Attribute Decision Making with Weighted Description Logics
2017 · MADOC (University of Mannheim)
We introduce a decision-theoretic framework based on Description Logics \n(DLs), which can be used to encode and solve single stage multi-attribute decision problems. In particular, we consider the background knowledge as a DL \nknowledge base where each …
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Group decision making via probabilistic belief merging (IJCAI 2016)
2016 · Data Archiving and Networked Services (DANS)
We propose a probabilistic-logical framework for group decision-making. Its main characteristic is that we derive group preferences from agents' beliefs and utilities rather than from their individual preferences as done in social choice approaches. This …
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A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction
2019 · arXiv (Cornell University)
In computer vision research, the process of automating architecture engineering, Neural Architecture Search (NAS), has gained substantial interest. In the past, NAS was hardly accessible to researchers without access to large-scale compute systems, due to …
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Fact Probability Vector Based Goal Recognition
2024 · arXiv (Cornell University)
We present a new approach to goal recognition that involves comparing observed facts with their expected probabilities. These probabilities depend on a specified goal g and initial state s0. Our method maps these probabilities and …