Itay Golan

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Variational Bayes

Active Learning

Latent Variables

Provably Secure

Top Venues

Publications

Chen Zeno, Itay Golan, Elad Hoffer, Daniel Soudry
Task-Agnostic Continual Learning Using Online Variational Bayes With Fixed-Point Updates. Neural Comput. 33 (11) (2021)
Blake E. Woodworth, Suriya Gunasekar, Jason D. Lee, Edward Moroshko, Pedro Savarese, Itay Golan, Daniel Soudry, Nathan Srebro
Kernel and Rich Regimes in Overparametrized Models. CoRR (2020)
Chen Zeno, Itay Golan, Elad Hoffer, Daniel Soudry
Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point Updates. CoRR (2020)
Blake E. Woodworth, Suriya Gunasekar, Jason D. Lee, Edward Moroshko, Pedro Savarese, Itay Golan, Daniel Soudry, Nathan Srebro
Kernel and Rich Regimes in Overparametrized Models. COLT (2020)
Chen Zeno, Itay Golan, Elad Hoffer, Daniel Soudry
Bayesian Gradient Descent: Online Variational Bayes Learning with Increased Robustness to Catastrophic Forgetting and Weight Pruning. CoRR (2018)
Elad Hoffer, Ron Banner, Itay Golan, Daniel Soudry
Norm matters: efficient and accurate normalization schemes in deep networks. CoRR (2018)
Elad Hoffer, Ron Banner, Itay Golan, Daniel Soudry
Norm matters: efficient and accurate normalization schemes in deep networks. NeurIPS (2018)