Search Results - "Schoepf, Stefan"

Identifying Contributors to Supply Chain Outcomes in a Multiechelon Setting: A Decentralised Approach by Schoepf, Stefan, Foster, Jack, Brintrup, Alexandra

“…Organizations often struggle to identify the causes of change in metrics, such as product quality and delivery duration. This task becomes increasingly…”
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Identifying contributors to supply chain outcomes in a multi-echelon setting: a decentralised approach by Schoepf, Stefan, Foster, Jack, Brintrup, Alexandra

“…Organisations often struggle to identify the causes of change in metrics such as product quality and delivery duration. This task becomes increasingly…”
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Potion: Towards Poison Unlearning by Schoepf, Stefan, Foster, Jack, Brintrup, Alexandra

“…Adversarial attacks by malicious actors on machine learning systems, such as introducing poison triggers into training datasets, pose significant risks. The…”
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Loss-Free Machine Unlearning by Foster, Jack, Schoepf, Stefan, Brintrup, Alexandra

“…We present a machine unlearning approach that is both retraining- and label-free. Most existing machine unlearning approaches require a model to be fine-tuned…”
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Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening by Schoepf, Stefan, Foster, Jack, Brintrup, Alexandra

“…Data entry constitutes a fundamental component of the machine learning pipeline, yet it frequently results in the introduction of labelling errors. When a…”
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Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening by Foster, Jack, Schoepf, Stefan, Brintrup, Alexandra

“…Machine unlearning, the ability for a machine learning model to forget, is becoming increasingly important to comply with data privacy regulations, as well as…”
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Agentic LLMs in the Supply Chain: Towards Autonomous Multi-Agent Consensus-Seeking by Jannelli, Valeria, Schoepf, Stefan, Bickel, Matthias, Netland, Torbjørn, Brintrup, Alexandra

“…This paper explores how Large Language Models (LLMs) can automate consensus-seeking in supply chain management (SCM), where frequent decisions on problems such…”
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Schmerzhafte Ejakulation nach Leistenbruch-OP: 24-jähriger Patient mit ungewöhnlicher Folge eines häufigen Eingriffs by Schopf, Stefan K.

“…Zusammenfassung Die Beschwerden traten zum ersten Mal zwei Wochen nach der zweiten Leistenbruch-OP des jungen Mannes auf: heftige Schmerzen bei der…”
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An Information Theoretic Approach to Machine Unlearning by Foster, Jack, Fogarty, Kyle, Schoepf, Stefan, Öztireli, Cengiz, Brintrup, Alexandra

“…To comply with AI and data regulations, the need to forget private or copyrighted information from trained machine learning models is increasingly important…”
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Multi-Agent Digital Twinning for Collaborative Logistics: Framework and Implementation by Xu, Liming, Mak, Stephen, Schoepf, Stefan, Ostroumov, Michael, Brintrup, Alexandra

“…Collaborative logistics has been widely recognised as an effective avenue to reduce carbon emissions by enhanced truck utilisation and reduced travel distance…”
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ConDa: Fast Federated Unlearning with Contribution Dampening by Chundawat, Vikram S, Niroula, Pushkar, Dhungana, Prasanna, Schoepf, Stefan, Mandal, Murari, Brintrup, Alexandra

“…Federated learning (FL) has enabled collaborative model training across decentralized data sources or clients. While adding new participants to a shared model…”
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Implementation of Autonomous Supply Chains for Digital Twinning: a Multi-Agent Approach by Xu, Liming, Proselkov, Yaniv, Schoepf, Stefan, Minarsch, David, Minaricova, Maria, Brintrup, Alexandra

“…Trade disruptions, the pandemic, and the Ukraine war over the past years have adversely affected global supply chains, revealing their vulnerability…”
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Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem by Schoepf, Stefan, Mak, Stephen, Senoner, Julian, Xu, Liming, Torbjörn, Netland, Brintrup, Alexandra

“…Heavy goods vehicles are vital backbones of the supply chain delivery system but also contribute significantly to carbon emissions with only 60% loading…”
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Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI by Rawat, Ambrish, Schoepf, Stefan, Zizzo, Giulio, Cornacchia, Giandomenico, Hameed, Muhammad Zaid, Fraser, Kieran, Miehling, Erik, Buesser, Beat, Daly, Elizabeth M, Purcell, Mark, Sattigeri, Prasanna, Chen, Pin-Yu, Varshney, Kush R

“…As generative AI, particularly large language models (LLMs), become increasingly integrated into production applications, new attack surfaces and…”
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Schmerzhafte Ejakulation nach Leistenbruch-OP by Schopf, Stefan K

“…Die Beschwerden traten zum ersten Mal zwei Wochen nach der zweiten Leistenbruch-OP des jungen Mannes auf: heftige Schmerzen bei der Ejakulation, die bis zu 15…”
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Not Available by Schopf, Stefan K

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Traumatische Schilddrüsenruptur: Fallbericht und Literaturübersicht by Ahnen, Thomas von, Ahnen, Martin von, Wirth, Ulrich, Zhorzel, Sven, Kober, Eveliina, Habbel, Christopher, Schardey, Hans Martin, Schopf, Stefan

“…Zusammenfassung Hintergrund Traumatische Rupturen der Schilddrüse sind eine Seltenheit. Ein einheitliches therapeutisches Vorgehen gibt es nicht. Es liegen…”
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Painful ejaculation after inguinal hernia operation in TAPP--a case report by Schopf, Stefan K, von Ahnen, T, von Ahnen, M, Schardey, H M

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Ungewöhnliche Folge eines häufigen Eingriffs: Schmerzhafte Ejakulation nach Leistenbruch-Operation by Schopf, Stefan K., von Ahnen, Thomas, von Ahnen, Martin, Schardey, Hans-Martin

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