The written exam of the DAIS Qual Exam in Fall 2024 will be held on Friday, Oct. 4, 2024, at 3pm-7pm in room 1218 Siebel Center, which is in the basement of Siebel Center (floor map: https://facilityaccessmaps.fs.illinois.edu/archibus/schema/ab-products/essential/workplace/?blId=0563&flId=00). This reading list consists of multiple topic sections, each containing 2-3 papers. The questions in the written exam […]
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Fall 2024 Reading List
The written exam of the DAIS Qual Exam in Fall 2024 will be held on Friday, Oct. 4, 2024, at 3pm-7pm in room 0220 Siebel Center (tentative), which is in the basement of Siebel Center (floor map: https://facilityaccessmaps.fs.illinois.edu/archibus/schema/ab-products/essential/workplace/?blId=0563&flId=00). This reading list consists of multiple topic sections, each containing 2-3 papers. The questions in the written […]
Towards Theoretical Understanding of Overparametrization in Deep Learning
Guest Speaker: Jason Lee, Assistant Professor, University of Southern California Date/Time: Thursday, October 4, 2018, 2:00 pm Location: 3403 Siebel Sponsored by the Department of Computer Science and DAIS Abstract: We provide new theoretical insights on why over-parametrization is effective in learning neural networks. For a k hidden node shallow network with quadratic activation […]
Xiang Ren, PhD Candidate, “Minimal-Effort StructMine: Turning Massive Corpora into Structures”
Time: 11am-12pm Location: 3401 Siebel Center Abstract: While “Big Data” technologies are gaining great successes in unlocking knowledge from structured data, real-world data are largely unstructured and in the form of natural-language text. One of the grand challenges is to turn such massive text data into machine-actionable structures. Yet, most existing systems have heavy reliance […]