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Gated recurrent units for information flow control – Complete Phd and Masters Thesis

Gated recurrent units for information flow control – Complete Phd and Masters Thesis

[ad_1] Introduction In recent years, there has been a growing interest in the use of recurrent neural networks (RNNs) for various applications such as natural language processing, speech recognition, and time series prediction. One popular…

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Long short-term memory networks for sequence modeling – Complete Phd and Masters Thesis

Long short-term memory networks for sequence modeling – Complete Phd and Masters Thesis

[ad_1] Introduction Long short-term memory (LSTM) networks have gained significant attention in the field of neural networks due to their ability to model complex sequences and learn long-term dependencies. These networks have been successfully applied…

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Recurrent neural networks for temporal data – Complete Phd and Masters Thesis

Recurrent neural networks for temporal data – Complete Phd and Masters Thesis

[ad_1] Introduction: Recurrent neural networks (RNNs) have gained significant attention in recent years due to their ability to effectively model sequential data. In particular, RNNs are well-suited for analyzing temporal data, where there is a…

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Convolutional neural networks for grid-like data – Complete Phd and Masters Thesis

Convolutional neural networks for grid-like data – Complete Phd and Masters Thesis

[ad_1] Introduction Convolutional neural networks (CNNs) have gained significant importance in recent years for their ability to effectively extract and learn features from grid-like data such as images, videos, and sensor data. This thesis focuses…

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Graph neural networks for structured data – Complete Phd and Masters Thesis

Graph neural networks for structured data – Complete Phd and Masters Thesis

[ad_1] Introduction Graph neural networks have emerged as a powerful tool for analyzing and modeling structured data such as social networks, protein-protein interaction networks, and citation networks. Unlike traditional neural networks that operate on grid-like…

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Memory networks for long-term dependencies – Complete Phd and Masters Thesis

Memory networks for long-term dependencies – Complete Phd and Masters Thesis

[ad_1] Introduction Memory networks have become a popular research topic in the field of machine learning and artificial intelligence due to their ability to capture and store long-term dependencies in sequential data. Traditional neural networks…

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Autoregressive models for sequential generation – Complete Phd and Masters Thesis

Autoregressive models for sequential generation – Complete Phd and Masters Thesis

[ad_1] Introduction Autoregressive models have gained significant attention in recent years due to their ability to generate realistic sequences of data, such as text, audio, and images. These models have been successful in various applications,…

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Game-theoretic learning for strategic interaction – Complete Phd and Masters Thesis

Game-theoretic learning for strategic interaction – Complete Phd and Masters Thesis

[ad_1] Introduction Game theory is a branch of applied mathematics that examines strategic interactions between rational decision-makers. Through the use of mathematical models, game theory seeks to understand the strategies that players use to maximize…

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Multi-agent reinforcement learning for coordination – Complete Phd and Masters Thesis

Multi-agent reinforcement learning for coordination – Complete Phd and Masters Thesis

[ad_1] Introduction Multi-agent reinforcement learning (MARL) is a subfield of artificial intelligence that focuses on developing algorithms and techniques for coordinating multiple autonomous agents to achieve a common goal. The coordination of multiple agents presents…

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Smart contracts for automated machine learning – Complete Phd and Masters Thesis

Smart contracts for automated machine learning – Complete Phd and Masters Thesis

[ad_1] Introduction Smart contracts have gained popularity in recent years due to their ability to automate and facilitate secure transactions on blockchain platforms. In the field of machine learning, smart contracts can be used to…

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