| 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
"Log-concave 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 Non-Convex 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
"Log-concave sampling"
|
Aula Dini
|
| 15:30- 16:00 |
Coffee break
|
Aula Dini
|
| 16:00- 16:10 |
Parton, Maurizio
"Improving Performance in Neural Networks by Dendrites-Activated 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 Mean-Field 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 Non-Convex 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 Non-Convex 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
"Log-concave sampling"
|
Aula Dini
|
| 15:30- 16:00 |
Coffee break
|
Aula Dini
|
| 16:00- 16:10 |
Riedl, Konstantin
"Evading Nonconvexity with Consensus-Based Optimization in the Mean-Field 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- Haker-Tannenbau 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 Change-Point 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 Non-Convex Optimization with Certificates"
|
Aula Dini
|
| 10:00- 10:30 |
Coffee break
|
Aula Dini
|
| 10:30- 12:00 |
Chewi, Sinho
"Log-concave sampling"
|
Aula Dini
|
| 12:00- 14:00 |
Lunch
|
|
