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Accademic Year: 2011-2012
Informatica Generale
- Presentatione del corso
- Introduzione
all'Informatica
...
Materiale aggiuntivo
- Slides
del corso (Prof. Bianchini)
- Altre
slides recenti della Prof Bianchini
- Overflow
- Stack e Record di Attivazione
- Complessità Computazionale
Link alle lezioni di laboratorio
Natural Language Processing and Information Retrieval
Accademic Year: 2010-2011
PhD course: Machine Learning (to be updated)
- Kernel Methods (advanced
lecture)
- Kernel Engineering
Informatica Generale
Presentatione del corso
Introduzione
al Corso
Slides
del corso (Prof. Bianchini)
Altre
slides recenti della Prof Bianchini
Prima e
seconda lezione (prima, seconda)
Overflow
Stack
and activation record
Computational
Complexity
Machine Learning for Laurea Specialistica
and
Master on Human Language Technology and Interfaces
(Course on
Machine Learning for Natural Language
Processing and Information Retrieval)
- Introduction to Machine
Learning
- PAC Learning
- VC-Dimension
- Perceptrons
- Support Vector Machines
Slides below to be updated
- Automated Text Categorization
(practical machine learning)
- Lab for Automated Text
Categorization
- Kernel Methods
- Tree Kernels (lab)
Projects
Format
of Reports for the Projects
Accademic Year: 2009-2010
PhD course: Machine Learning
- Kernel Methods (advanced
lecture)
- Kernel Engineering
Informatica Generale
Presentatione del corso
Introduzione
al Corso
Slides
del corso (Prof. Bianchini)
Altre
slides recenti della Prof Bianchini
Prima e
seconda lezione (prima, seconda)
Overflow
Stack
and activation record
Computational
Complexity
Machine Learning for Laurea Specialistica
and
Master on Human Language Technology and Interfaces
Course on
Machine Learning for Natural Language
Processing and Information Retrieval
- Introduction to Machine
Learning
- Automated Text Categorization
(practical machine learning)
- PAC Learning
- VC-Dimension
- Perceptrons
- Support Vector Machines
- Lab for Automated Text
Categorization
- Kernel Methods
- Tree Kernels (lab)
Projects
Format
of Reports for the Projects
Accademic
Year: 2008-2009
PhD course: Machine Learning
- Kernel Methods (advanced
lecture)
- Kernel Engineering
Informatica Generale
Presentatione del corso
Introduzione
al Corso
Slides
del corso
Altre
slides recenti della Prof Bianchini
Prima e
seconda lezione (prima, seconda)
Overflow
Stack
and activation record
Computational
Complexity
Master on Human Language Technology and Interfaces
Course on
Machine Learning for Natural Language
Processing and Information Retrieval
- Introduction to Machine
Learning
- PAC Learning
- Basic Concepts
- VC-Dimension
- Automated Text Categorization
- Lab for Automated Text
Categorization
- Perceptrons
- Support Vector Machines
- Kernel Methods
- Tree Kernels
Projects
Format
of Reports for the Projects
Laurea Specialistica
- Introduction to Machine
Learning
- PAC Learning
- VC-Dimension
-
Automated Text Categorization
- Lab for Automated Text
Categorization
- Perceptrons
- Support Vector Machines
- Kernel Methods
- Tree Kernels
Accademic Year: 2007-2008
Master on Human Language Technology and Interfaces
Course on Machine Learning for Natural Language
Processing and Information Retrieval
Informatica Generale I
Course Presentation (PDF)
Link
1 (all slides)
Other
More Recent Slides of Bianchini
Link 2
(prima, seconda)
Overflow
Informatica Generale II
From
10 to 15
Stack
and activation record
Computational
Complexity
Classes
of Computational Complexity
Object Oriented Introduction
C++
Exrcise
classes (INF.GEN I and II)
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