Date 
Time 
Speaker 
Room 

Mon 23 Jan 
9:30 10:15 
Registration

Aula Dini

10:15 10:30 
Welcome address Prof. Malchiodi

Aula Dini

10:30 12:00 
Carleo, Giuseppe  Vicentini, Filippo
"Machine Learning for Quantum Physics"

Aula Dini

12:00 14:00 
Lunch


14:00 15:30 
Chewi, Sinho
"Logconcave sampling"

Aula Dini

15:30 16:00 
Coffee break

Aula Dini

16:00 17:00 
Carleo, Giuseppe  Vicentini, Filippo
"Machine Learning for Quantum Physics"

Aula Dini


Tue 24 Jan 
8:30 10:00 
Rudi, Alessandro
"Kernel Sums of Squares for NonConvex Optimization with Certificates"

Aula Dini

10:00 10:30 
Coffee break

Aula Dini

10:30 12:00 
Carleo, Giuseppe  Vicentini, Filippo
"Machine Learning for Quantum Physics"

Aula Dini

12:00 14:00 
Lunch


14:00 15:30 
Chewi, Sinho
"Logconcave sampling"

Aula Dini

15:30 16:00 
Coffee break

Aula Dini

16:00 16:10 
Parton, Maurizio
"Improving Performance in Neural Networks by DendritesActivated Connections"

Aula Dini

16:15 16:25 
Scagliotti, Alessandro
"Normalizing Flows as Ensemble Optimal Control problems"

Aula Dini

16:30 16:40 
Cipriani, Cristina
"A MeanField Optimal Control Approach to the Training of NeurODEs"

Aula Dini

16:45 16:55 
Giambagli, Lorenzo
"Spectral Learning in Feedforward Neural Networks"

Aula Dini

17:00 17:10 
Shalova, Anna
"Regularization properties of dropout"

Aula Dini

17:15 17:25 
Bonasera, Lorenzo
"Optimal Shapelets Tree for Time Series Interpretable Classification"

Aula Dini


Wed 25 Jan 
8:30 10:00 
Carleo, Giuseppe  Vicentini, Filippo
"Machine Learning for Quantum Physics"

Aula Dini

10:00 10:30 
Coffee break

Aula Dini

10:30 12:00 
Rudi, Alessandro
"Kernel Sums of Squares for NonConvex Optimization with Certificates"

Aula Dini

12:00 14:00 
Lunch


14:00 15:00 
Ambrosio, Luigi
"Special seminar: On some variational problems involving functions with bounded Hessian"

Aula Dini


Thu 26 Jan 
8:30 10:00 
Rudi, Alessandro
"Kernel Sums of Squares for NonConvex Optimization with Certificates"

Aula Dini

10:00 10:30 
Coffee break

Aula Dini

10:30 12:00 
Carleo, Giuseppe  Vicentini, Filippo
"Machine Learning for Quantum Physics"

Aula Dini

12:00 14:00 
Lunch


14:00 15:30 
Chewi, Sinho
"Logconcave sampling"

Aula Dini

15:30 16:00 
Coffee break

Aula Dini

16:00 16:10 
Riedl, Konstantin
"Evading Nonconvexity with ConsensusBased Optimization in the MeanField Limit"

Aula Dini

16:15 16:25 
Trombini, Ilaria
"Analysis of hyperparameters in the class of 1st order stochastic optimization methods"

Aula Dini

16:30 16:40 
Medina, Ismael
"Can one solve optimal transport with a Wasserstein gradient flow? Revisiting the Angenent HakerTannenbau scheme"

Aula Dini

16:45 16:55 
Catozzi, Ambra
"Biomedical image classification via dynamically early stopped artificial neural network"

Aula Dini

17:00 17:10 
Tsaknaki, Yvonni
"Online Prediction of Order Flow with Bayesian ChangePoint Detection Methods"

Aula Dini

17:15 17:25 
Milanesi, Simone
"The BeMi Stardust: a Structured Ensemble of Binarized Neural Networks"

Aula Dini


Fri 27 Jan 
8:30 10:00 
Rudi, Alessandro
"Kernel Sums of Squares for NonConvex Optimization with Certificates"

Aula Dini

10:00 10:30 
Coffee break

Aula Dini

10:30 12:00 
Chewi, Sinho
"Logconcave sampling"

Aula Dini

12:00 14:00 
Lunch

