Publications related to Planned economy

Architecture of a decentralised decision support system for futuristic beehives

Honeybees are essential to human society, providing pollination services globally as well as producing honey and other valuable products. Effective management of apiaries should not only rely on beekeeper knowledge and skill, but also incorporate new infor ...

2024

Circularity by stock in Sri Lanka: Economic necessity meets urban fabric renovation

Paolo Tombesi, Milinda Pathiraja

Persistent fiscal and political mismanagement, together with the financial pressures of the COVID-19 pandemic, have driven Sri Lanka into a social and economic crisis triggering a decrease in national foreign exchange reserves, an inability to purchase vit ...

FRONTIERS MEDIA SA2023

On the (In)security of Peer-to-Peer Decentralized Machine Learning

Carmela González Troncoso, Mathilde Aliénor Raynal, Dario Pasquini

In this work, we carry out the first, in-depth, privacy analysis of Decentralized Learning-a collaborative machine learning framework aimed at addressing the main limitations of federated learning. We introduce a suite of novel attacks for both passive and ...

IEEE COMPUTER SOC2023

Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain

Boi Faltings, Naman Goel, Aris Filos Ratsikas

Blockchain based systems allow various kinds of financial transactions to be executed in a decentralized manner. However, these systems often rely on a trusted third party (oracle) to get correct information about the real-world events, which trigger the f ...

2022

Flash Freezing Flash Boys: Countering Blockchain Front-Running

Bryan Alexander Ford, Verónica del Carmen Estrada Galiñanes, Louis-Henri Manuel Jakob Merino, Haoqian Zhang

Front-running, the practice of benefiting from advanced knowledge of pending transactions, has proliferated in the cryptocurrency space with the emergence of decentralized finance. Front-running causes devastating losses to honest participants-estimated at ...

IEEE COMPUTER SOC2022

Modeling and mitigating supply chain disruptions as a bilevel network flow problem

Anna Timonina-Farkas, René Yves Glogg

Years of globalization, outsourcing and cost cutting have increased supply chain vulnerability calling for more effective risk mitigation strategies. In our research, we analyze supply chain disruptions in a production setting. Using a bilevel optimization ...

SPRINGER HEIDELBERG2022

Dif-MAML: Decentralized Multi-Agent Meta-Learning

Ali H. Sayed, Mert Kayaalp, Stefan Vlaski

The objective of meta-learning is to exploit knowledge obtained from observed tasks to improve adaptation to unseen tasks. Meta-learners are able to generalize better when they are trained with a larger number of observed tasks and with a larger amount of ...

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2022

Consensus Control for Decentralized Deep Learning

Martin Jaggi, Sebastian Urban Stich, Anastasiia Koloskova, Tao Lin, Lingjing Kong

Decentralized training of deep learning models enables on-device learning over networks, as well as efficient scaling to large compute clusters. Experiments in earlier works reveal that, even in a data-center setup, decentralized training often suffers fro ...

JMLR-JOURNAL MACHINE LEARNING RESEARCH2021

Activity-based modeling and simulation of epidemics

Michel Bierlaire, Cloe Cortes Balcells, Rico Krüger

The SARS-CoV-2 outburst in March 2020 has led to the lockdown of several countries across the world. Mobility restrictions have been constantly put into action and reversed to find the trade-off between minimizing the number of infections and death and mit ...

2021

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Planned economy

Architecture of a decentralised decision support system for futuristic beehives

Circularity by stock in Sri Lanka: Economic necessity meets urban fabric renovation

On the (In)security of Peer-to-Peer Decentralized Machine Learning

Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain

Flash Freezing Flash Boys: Countering Blockchain Front-Running

Modeling and mitigating supply chain disruptions as a bilevel network flow problem

Dif-MAML: Decentralized Multi-Agent Meta-Learning

Consensus Control for Decentralized Deep Learning

Activity-based modeling and simulation of epidemics

Microfluidics and cell-free synthetic biology in the development of new diagnostic and therapeutic platforms

Graph Chatbot

Chat with Graph Search

Architecture of a decentralised decision support system for futuristic beehives

Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain

Circularity by stock in Sri Lanka: Economic necessity meets urban fabric renovation

On the (In)security of Peer-to-Peer Decentralized Machine Learning

Modeling and mitigating supply chain disruptions as a bilevel network flow problem

Dif-MAML: Decentralized Multi-Agent Meta-Learning

Activity-based modeling and simulation of epidemics

Microfluidics and cell-free synthetic biology in the development of new diagnostic and therapeutic platforms

Flash Freezing Flash Boys: Countering Blockchain Front-Running

Consensus Control for Decentralized Deep Learning