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07/24/2023
TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers
The generation of high-quality, long-sequenced time-series data is essen...
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11/29/2021
Achieving a Data-driven Risk Assessment Methodology for Ethical AI
The AI landscape demands a broad set of legal, ethical, and societal con...
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07/01/2021
Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms
This paper presents preliminary work on using deep neural networks to gu...
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03/17/2021
A Practical Guide to Multi-Objective Reinforcement Learning and Planning
Real-world decision-making tasks are generally complex, requiring trade-...
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05/15/2020