Topic : Combinatorial Optimization and Machine Learning.

Lecturers: Sanjeeb Dash and Parikshit Ram (IBM Thomas J. Watson Research center)

Reception: Monday, june 26 from 10:00am to 11:00am and from 1:30pm to 2:00pm, Cafétéria, Pôle commun 

(see Practical Information)

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Program of JPOC13 Summer School

AMPHI 1, pôle commun  

9.30 -11.00

Welcome 1

11.00-12.30

Lecture 1

IP models to learn rules I: Classification

12.30 -14.00

Lunch

 13.00 -14.00

Welcome 2

14.00-15.30

Lecture 2

IP models to learn rules II: Regression and Knowledge Graph Completion

15.30-16.00

Coffee Break

16.00-17.30

Lecture 3

Bilevel optimization and continuous bilevel optimization problems in Machine Learning

9.00-10.30

Lecture 4

IP models to learn Acyclic Graphs & Decision Trees

10.30-11.00

Coffee Break

 11.00-12.30

Lecture 5

Algorithms and Analysis of Stochastic Bilevel Optimization problems

12.30-14.00

 Lunch

 14.00-15.30

Lecture 6

Stochastic bilevel problems: Variants, Algorithms, and Implementation

15.30-16.00

Coffee Break

 16.00-17.30

Lecture 7

MINLP models to learn symbolic expressions 

09.00-10.30

Lecture 8

ML for combinatorial and continuous optimization

10.30-11.00

Coffee Break

&

JPOC13 conference welcome