JPOC13 Summer School, Clermont-Ferrand
Intitulé:
Optimisation Combinatoire et Apprentissage
Date:
Lundi, 26 Juin, 2023 to Mercredi, 28 Juin, 2023
Thème : Optimisation Combinatoire et Apprentissage.
Orateurs Sanjeeb Dash et Parikshit Ram (IBM Thomas J. Watson research center)
Clermont-Ferrand
Program of JPOC13 Summer School
AMPHI 1, pôle commun
Monday June 26th, 2023
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
Tuesday June 27th, 2023
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
Wednesday June 28th, 2023
09.00-10.30
Lecture 8
ML for combinatorial and continuous optimization
10.30-11.00
Coffee Break
&
JPOC13 conference welcome