Karl Aberer

EPFL IC IINFCOM LSIR
BC 108 (Bâtiment BC)
Station 14
CH-1015 Lausanne

Web site: Web site: https://www.epfl.ch/labs/lsir

EPFL CHD
BC 170 (Bâtiment BC)
Station 14
CH-1015 Lausanne

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Administrative data

Fields of expertise

Data integration, Peer-to-peer systems, World Wide Web, Sensor data management

Publications

Infoscience publications

Teaching & PhD

Teaching

Communication Systems

Computer Science

PhD Programs

Doctoral program in computer and communication sciences

Doctoral Program Digital Humanities

Courses

Advanced information, computation, communication I

Discrete mathematics is a discipline with applications to almost all areas of study. It provides a set of indispensable tools to computer science in particular. This course reviews (familiar) topics as diverse as mathematical reasoning, combinatorics, discrete structures & algorithmic thinking.

Distributed information systems

 

Information Retrieval

  1. Information Retrieval - Introduction
  2. Text-Based Information Retrieval (Boolean, Vector space, probabilistic)
  3. Inverted Files
  4. Distributed Retrieval
  5. Query Expansion
  6. Embedding models (LSI, word2vec)
  7. Link-Based Ranking

Mining Unstructured Data