Previous Conferences & Workshops
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Overcoming the Curse of Dimensionality and Mode Collapse
4:30pm|Wolfensohn Hall
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
PAC-Bayesian approaches to understanding generalization in deep learning
Karolina Dziugaite Roy
4:00pm|Wolfensohn Hall
Oct
15
2019
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Is optimization the right language to understand deep learning?
2:30pm|Wolfensohn Hall
Oct
15
2019
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD
Daniel Roy
11:50am|Wolfensohn Hall
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Fixing GAN optimization through competitive gradient descent
Anima Anandkumar
11:10am|Wolfensohn Hall
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
What 2-layer neural nets can we optimize?
10:10am|Wolfensohn Hall
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Emergent linguistic structure in deep contextual neural word representations
Chris Manning
9:30am|Wolfensohn Hall
