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All publications by Surya Ganguli
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Deep Knowledge Tracing
Chris Piech, Jonathan Bassen, Jonathan Huang, Surya Ganguli, Mehran Sahami, Leonidas J. Guibas and Jascha Sohl-dickstein
Advances in Neural Information Processing Systems 28, 2015


Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods
Jascha Sohl-dickstein, Ben Poole and Surya Ganguli
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Identifying and attacking the saddle point problem in high-dimensional non-convex optimization
Yann N. Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli and Yoshua Bengio
Advances in Neural Information Processing Systems 27, 2014


A memory frontier for complex synapses
Subhaneil Lahiri and Surya Ganguli
Advances in Neural Information Processing Systems 26, 2013


Short-term memory in neuronal networks through dynamical compressed sensing
Surya Ganguli and Haim Sompolinsky
Advances in Neural Information Processing Systems 23, 2010