39 citations · 94 across the 4 of their papers we have counts for
4 papers
On the Generalization Benefit of Noise in Stochastic Gradient Descent
Samuel L. Smith, Erich Elsen, Soham De
It has long been argued that minibatch stochastic gradient descent can generalize better than large batch gradient descent in deep neural networks. However recent papers have quest…
Monte Carlo Sort for unreliable human comparisons
Samuel L Smith
Algorithms which sort lists of real numbers into ascending order have been studied for decades. They are typically based on a series of pairwise comparisons and run entirely on chi…
Phonon-Assisted Ultrafast Charge Separation in a Realistic PCBM Aggregate
Samuel L. Smith, Alex W. Chin
Organic solar cells must separate strongly bound electron-hole pairs into free charges. This is achieved at interfaces between electron donor and acceptor organic semiconductors. T…
Ultrafast Charge Separation and Nongeminate Electron-Hole Recombination in Organic Photovoltaics
Samuel L Smith, Alex W Chin
The mechanism of electron-hole separation in organic solar cells is currently hotly debated. Recent experimental work suggests that these charges can separate on extremely short ti…