Sebastian Raschka, PhD
Madison, Wisconsin, United States
125K followers
500+ connections
About
As a machine learning and AI researcher, I have a strong passion for education and making…
Articles by Sebastian
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New LLM Pre-training and Post-training Paradigms
New LLM Pre-training and Post-training Paradigms
By Sebastian Raschka, PhD
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LLM Research Insights: Instruction Masking and New LoRA Finetuning Experiments
LLM Research Insights: Instruction Masking and New LoRA Finetuning Experiments
By Sebastian Raschka, PhD
Contributions
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You're navigating the changing landscape of journalism. How can machine learning shape its future?
I write a monthly magazine with 65,000 subscribers, analyzing and discussing the latest AI research. Maintaining high quality regularly is a lot of work, so I explored using AI to automate tedious tasks. However, I don't think AI can or should fully automate reporting. Writers and editors need to understand the audience's interests, while AI, trained on historical data, lacks insight into current trends. Additionally, AI cannot create professional graphics for technical topics. That said, AI is invaluable for me as a non-native speaker/writer to enhance my writing by fixing grammar, typos, and rephrasing awkward sentences. This saves time, allowing me to focus on topic selection, content curation, and research.
Experience
Education
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Michigan State University
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PhD thesis: Uncovering Hidden Patterns of Molecular Recognition
Use of statistical data mining approaches and development of new software protocols to uncover novel patterns of preferential interactions between proteins and their small molecule binding partners (the Protein Recognition Index and Screenlamp data mining toolkits), for use in enhancing the design of proteins and small molecules for protein engineering and drug discovery.
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Publications
Honors & Awards
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Best Paper Award at ICB 2018 (Semi-Adversarial Neural Networks paper)
International Conference on Biometrics (ICB 2018)
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ACM Computing Reviews’ Best of 2016
ACM Computing Reviews
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Outstanding Graduate Student Award
BMB Department at MSU
Languages
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German
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English
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