Deep Learning Study Group

General Information

Lecturer: (various)
Venue: Thursday 15:30 – 17:00, Mediathek, B11
First Session: November 12th, 2015


  • [November 12th, 2015]
    Introduction and Planning.
  • [November 19th, 2015]
    Reading: (Bengio, 2009) chapters 1-3.
  • [December 17th, 2015]
    Reading: (Socher, 2015) Lecture Notes.

Upcoming sessions

  • [tbd]
    Distributed Representations of Words and Phrases and their Compositionality (Johannes)
  • [tbd]
    Ad Hoc Monitoring of Vocabulary Shifts over Time (Michael)
  • [tbd]
    Overview: Recursive und recurrent neural networks (Jonas)
  • [tbd]
    GloVe: Global Vectors for Word Representation (Tim)
  • [tbd]
    Improving Word Representations via Global Context and Multiple Word Prototypes (Martin)
  • [tbd]
    Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank (Henning)


Video Lectures:

Textbooks and Chapters:

Surveys and Collections: 

Articles and Applications: