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34:36 Heidelberg Laureate Forum Foundation English 2017

5th HLF – Lecture: Deep Learning Research

This talk will cover the basics of machine learning and then talk about interesting directions in deep learning. Deep learning has become an important aspect of machine learning since it has been applied very successfully to many applied problems. The focus of the talk will be on directions related to understanding why deep learning works so well rather than applications. The opinions expressed in this video do not necessarily reflect the views of the Heidelberg Laureate Forum Foundation or any other person or associated institution involved in the making and distribution of the video.
  • Published: 2017
  • Publisher: Heidelberg Laureate Forum Foundation
  • Language: English
42:48 Heidelberg Laureate Forum Foundation English 2016

4th HLF - Laureate Lectures: John E. Hopcroft

John E. Hopcroft: “Exciting Computer Science Research Directions” We have entered the information age and this has changed the nature of computer science and created many exciting research problems. Two of these are extracting information from large data sources and learning theory. This talk will focus on two problems: first, how to find hidden structure in social networks and second some subareas of research in deep learning. The opinions expressed in this video do not necessarily reflect the views of the Heidelberg Laureate Forum Foundation or any other person or associated institution involved in the making and distribution of the video.
  • Published: 2016
  • Publisher: Heidelberg Laureate Forum Foundation
  • Language: English
21:44 Heidelberg Laureate Forum Foundation English 2018

5th HLF – Interviews with mathematics and computer science laureates: John E. Hopcroft

Laureates at the 5th HLF sit down with Tom Geller, Tom Geller Productions, to discuss their career, mentoring and their experience at the Heidelberg Laureate Forum (HLF). These renowned scientists have been honored with most prestigious awards in mathematics and computer science: Abel Prize, ACM A.M. Turing Award, ACM Prize in Computing, Fields Medal and Nevanlinna Prize. The opinions expressed in this video do not necessarily reflect the views of the Heidelberg Laureate Forum Foundation or any other person or associated institution involved in the making and distribution of the video. Background: The Heidelberg Laureate Forum Foundation (HLFF) annually organizes the Heidelberg Laureate Forum (HLF), which is a networking event for mathematicians and computer scientists from all over the world. The HLFF was established and is funded by the German foundation the Klaus Tschira Stiftung (KTS), which promotes natural sciences, mathematics and computer science. The HLF is strongly supported by the award-granting institutions, the Association for Computing Machinery (ACM: ACM A.M. Turing Award, ACM Prize in Computing), the International Mathematical Union (IMU: Fields Medal, Nevanlinna Prize), and the Norwegian Academy of Science and Letters (DNVA: Abel Prize). The Scientific Partners of the HLFF are the Heidelberg Institute for Theoretical Studies (HITS) and Heidelberg University.
  • Published: 2018
  • Publisher: Heidelberg Laureate Forum Foundation
  • Language: English
45:13 Heidelberg Laureate Forum Foundation English 2018

6th HLF – Laureate Lectures: An Introduction to AI and Deep Learning

John E. Hopcroft: "An Introduction to AI and Deep Learning" A major advance in AI occurred in 2012 when AlexNet won the ImageNat competition with a deep network. The success was sufficiently better than previous years that deep networks were applied in many applications with great success. However, there is little understanding of why deep learning works. This talk will give an introduction to machine learning and then focus on current research directions in deep learning. The opinions expressed in this video do not necessarily reflect the views of the Heidelberg Laureate Forum Foundation or any other person or associated institution involved in the making and distribution of the video.
  • Published: 2018
  • Publisher: Heidelberg Laureate Forum Foundation
  • Language: English
57:06 Heidelberg Laureate Forum Foundation English 2019

The HLF Portraits: John E. Hopcroft

  • Published: 2019
  • Publisher: Heidelberg Laureate Forum Foundation
  • Language: English
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