Hello and welcome! I’m very happy that you’ve entrusted me and the bookTrustworthy Machine Learningto accompany you on your journey toward creating trustworthy machine learning systems. I am making the book available at no cost because I do not want to limit its contents only to the most ...
and Evaluation of Trustworthiness. We discuss important classical and contemporary research papers of the aforementioned fields and uncover and connect their underlying intuitions. The book evolved from the homonymous course at the University of T\"ubingen, first offered in the Winter Semester of 2022...
Chapter 1. Privacy If you’ve been paying any attention to the media, then you’re at least somewhat aware of the damage that can follow when a company’s customer data or … - Selection from Practicing Trustworthy Machine Learning [Book]
Yada Pruksachatkun is a machine learning scientist at Infinitus, a conversational AI startup that automates calls in the healthcare system. She has worked on trustworthy natural language processing as an Applied Scientist at Amazon, and led the first healthcare NLP initiative within mid-sized star...
Code Issues Pull requests Privacy-Preserving Machine Learning (PPML) Tutorial data-science machine-learning tutorial deep-learning privacy-enhancing-technologies privacy-preserving privacy-preserving-machine-learning trustworthy-machine-learning Updated Jun 9, 2024 Jupyter Notebook z...
In recent years, machine learning techniques have been utilized in sensitive areas such as health, medical diagnosis, facial recognition, cybersecurity, etc. With this exponential growth comes potential large-scale ethical, safety, and social ramificatio
Marketplaces for machine learning (ML) models are emerging as a way for organizations to monetize models. They allow model owners to retain control over hosted models by using cloud resources to execute ML inference requests for a fee, preserving model conf...
trusthlt/nlp-with-deep-learning-lectures’s past year of commit activity Jupyter Notebook19230UpdatedJan 29, 2024 legal-argument-reasoning-taskPublic The Legal Argument Reasoning Task in Civil Procedure trusthlt/legal-argument-reasoning-task’s past year of commit activity ...
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Share via Facebook x.com LinkedIn Email Print Trustworthy Computing with Mike Nash Article 01/21/2022 Feedback Please note:* *Portions of this transcript have been edited for clarityHosts:Mike Nash, Corporate VP for the Security Business Unit (SBU) at Microsoft Corporation Jerry Bryant, PSS ...