This is the website for the ML Theory reading group organised by Jacob Abernethy in the School of Computer Science at the Georgia Institute of Technology. We meet every Wednesday at 11:30 am in the Klaus Advanced Computing Building.
| Date | Paper | Presenter | Location |
|---|---|---|---|
| 10 Jan 2018 | General Discussion | Klaus 3100 | |
| 17 Jan 2018 | Fast Convergence of Regularized Learning in Games | Naveen Kodali | Klaus 2100 |
| 24 Jan 2018 | Learning Linear Dynamical Systems via Spectral Filtering | Ben Bray | Klaus 2100 |
| 14 Feb 2018 | On the Complexity of Learning Neural Networks | Santosh Vempala | Klaus 2100 |
| 21 Feb 2018 | The Numerics of GANs | Amit Raj | Klaus 2100 |
| 28 Feb 2018 | Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks | Samira Samadi | Klaus 2100 |
| 14 Mar 2018 | Alternating Minimization | Bhuvesh Kumar | Klaus 2100 |
| 21 Mar 2018 | Andre Wibisono | Klaus 2100 |
Previous semesters: Fall 2017