3 citations · 5 across the 3 of their papers we have counts for
4 papers
No Free Lunch for Stochastic Gradient Langevin Dynamics
Natesh S. Pillai, Aaron Smith, Azeem Zaman
As sample sizes grow, scalability has become a central concern in the development of Markov chain Monte Carlo (MCMC) methods. One general approach to this problem, exemplified by t…
Distributed Nonparametric Estimation under Communication Constraints
Azeem Zaman, Botond Szabó
In the era of big data, it is necessary to split extremely large data sets across multiple computing nodes and construct estimators using the distributed data. When designing distr…
Analyzing second order stochasticity of neural spiking under stimuli-bundle exposure
Chris Glynn, Surya T Tokdar, Azeem Zaman +4
Conventional analysis of neuroscience data involves computing average neural activity over a group of trials and/or a period of time. This approach may be particularly problematic…
The distribution of points on superelliptic curves over finite fields
GilYoung Cheong, Melanie Matchett Wood, Azeem Zaman
We give the distribution of points on smooth superelliptic curves over a fixed finite field, as their degree goes to infinity. We also give the distribution of points on smooth m-f…