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AI Reading Group on Sep 2 2021: Common pitfalls and recommendations for using  machine learning to detect and prognosticate for  COVID-19 using chest radiographs and CT scans

AI Reading Group on Sep 2 2021: Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

by Katharina Dost | Aug 19, 2021 | AI Reading Group, News

Where and when: Thursday, Sep 2 at 2-3pm in 303S-561 Abstract Machine learning methods offer great promise for fast and accurate detection and prognostication of coronavirus disease 2019 (COVID-19) from standard-of-care chest radiographs (CXR) and chest computed...

ML Student Seminar on Aug 26 2021: Hitting the Target: Stopping Criteria for Active Learning

by Katharina Dost | Aug 19, 2021 | ML Student Seminar, News

Where and when: Thursday, Aug 26 at 2-3pm in 303S-561 Speaker: Zac Pullar-Strecker, B.Sc. Student and Research Assistant (for Joerg Wicker) Abstract: Training modern ML models frequently requires large datasets which are expensive and time-consuming to collect. Active...
AI Reading Group on Aug 19 2021: Tabular Data: Deep Learning is Not All You Need

AI Reading Group on Aug 19 2021: Tabular Data: Deep Learning is Not All You Need

by Katharina Dost | Aug 12, 2021 | AI Reading Group, News

Where and when: Thursday, Aug 19 at 2-3pm in 303S-561 Abstract A key element of AutoML systems is setting the types of models that will be used for each type of task. For classification and regression problems with tabular data, the use of tree ensemble models (like...

ML Student Seminar on Aug 12 2021: Reinforcement Learning Control for Vapour Compression Refrigeration System

by Katharina Dost | Aug 5, 2021 | ML Student Seminar, News

Where and when: Thursday, Aug 12 at 2-3pm in 303S-561 Speaker: Tech Logg Ding, Ph.D. student, Department of Mechanical Engineering Abstract: Refrigeration systems are essential for various cooling applications in modern society. The majority of the refrigeration...
AI Reading Group on Aug 5 2021: Compositional Processing Emerges in Neural Networks Solving Math Problems

AI Reading Group on Aug 5 2021: Compositional Processing Emerges in Neural Networks Solving Math Problems

by Katharina Dost | Jul 29, 2021 | AI Reading Group, News

Where and when: Thursday, Aug 5 at 2-3pm in 303S-561 Abstract A longstanding question in cognitive science concerns the learning mechanisms underlying compositionality in human cognition. Humans can infer the structured relationships (e.g., grammatical rules) implicit...
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