Hi!
Welcome to our reading group. Please join us this summer to understand and learn about deep learning from a researcher’s point of view. We will mainly be doing book readings and will occasionally have guest lectures. We will also be updating ourselves with the latest research from the deep-learning community.
We are first planning to finish the book by Ian Goodfellow, deeplearningbook and and then move to Matrix Computation book in August.
We alternate our discussions between Slack and the google forums.
All are welcome
Time and Location
We meet Tuesdays and Fridays from 4:30 pm to 5:30 pm in MSC Conference room 4th floor.
Schedule
| Activity | Details | Leader | Day | Subscript |
|---|---|---|---|---|
| Book Reading | ch 13: Linear Factor Models | Vishnu | 1st June | |
| Book Reading | ch 6: Deep Networks | Ronak | 5th June | |
| Book Reading | ch 7: Regularization in Deep Networks | Tuan | 12th June | slides |
| Book Reading | ch 14: Autoencoders | Zihang | 15th June | slides |
| Paper Review | Autoencoders, VAEs, WAEs | Shitao | 19th June | |
| Presentation | CVPR 2018 Highlights | Ronak | 22nd June | |
| Book Reading | ch 8: Optimization in deepnets | Haoliang & Xingjian | 25th June | slides |
| Book Reading | ch 9: CNNs | Tuan | 29th June | slides |
| Book Reading | ch 10: RNNs | Qian | 3rd July | slides |
| Book Reading | ch 15: Respresentation Learning | Vishnu | 6th July | slides |
| Book Reading | ch 17: Monte Carlo Methods | Ronak | 10th July | slides |
| Book Reading | ch 16: Probabilistic Models | Zirui | 13th July | slides |
| Book Reading | ch 18: Partition Functions | Zihang | 17th July |
Organizers
If you have any questions or would like to join the reading group, please contact
- Vishnu Lokhande [lokhande@cs.wisc.edu]
- Tuan Dinh [tuandinh@cs.wisc.edu]