Swiss Machine Learning Day
Event details
| Date | 28.11.2017 |
| Hour | 09:00 › 17:10 |
| Speaker | A wide range of experts in the field from EPFL, IDIAP, ETHZ, UniZurich, UniBern, UniGe |
| Location | |
| Category | Conferences - Seminars |
Program
09:00 – 09:25
Direct Sparse Convolutional Neural Networks with Attention (Hackel Timo, ETHZ)
09:25 – 09:50
How close are the eigenvectors of the sample and actual covariance matrices (Andreas Loukas, EPFL)
09:50 – 10:15
Change point detection for high-dimensional linear regression and its applications for covariance matrices (Kovacs Solt, ETHZ)
10:15 – 10:40
An Investigation of Deep Neural Network for Multilingual Speech Recognition Training and Adaptation (Sibo Tong, IDIAP)
10:40 – 10:55
Break
10:55 – 11:20
Composite minimization using global geometry and approximate subproblems (Sai Praneeth Reddy Karimireddy, EPFL)
11:20 – 11:45
Measuring Neural Network Invariance Against Geometric Transformations (Can Kanbak, EPFL)
11:45 – 12:10
K-Medoids for K-Means Seeding (James Newling, IDIAP)
12:10 – 12:35
Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization (Alacaoglu Ahmet, EPFL)
12:35 – 13:35
Lunch
13:35 – 14:00
Quality monitoring in laser welding using multi-kernel Laplacian graph support vector machine (Sergey Shevchik, EMPA)
14:00 – 14:25
Learning to Run - Deep Reinforcement Learning with Musculoskeletal Models (Sharada Prasanna Mohanty, EPFL)
14:25 – 14:50
DroNet: Learning to Fly by Driving (Antonio Loquercio, UZH)
14:50 – 15:15
Learning Multi-Modal Problems in Computer Vision (Pierre Baqué, EPFL)
15:15 – 15:30
Break
15:30 – 15:55
Lifelong Generative Modeling (Jason Ramapuram, UNIGE)
15:55 – 16:20
Representation Learning by Learning to Count (Mehdi Noroozi, UNIBE)
16:20 – 16:45
Improving learning in robotics by exploiting the structure and geometry of the data: application to prosthetic hands (Noémie Jaquier, IDIAP)
16:45 – 17:10
A Deep Learning Approach to Ultrasound Image Recovery (Dimitris Perdios, EPFL)
Links
Practical information
- General public
- Free
Organizer
- Idiap research institute / EPFL
Contact
- Francois Fleuret