Andrew Cotter

Pegasos: primal estimated sub-gradient solver for SVM

Shai Shalev‐Shwartz, Yoram Singer, Nathan Srebro et al. · Mathematical Programming · 2010 · 1.5K citations

Support Vector Machine, Engineering, Machine Learning +5

Better Mini-Batch Algorithms via Accelerated Gradient Methods

Andrew Cotter, Ohad Shamir, Karthik Sridharan · arXiv (Cornell University) · 2011 · 150 citations · Full text

Mathematical Programming, Engineering, Machine Learning +11

Fishing effects in northeast Atlantic shelf seas: patterns in fishing effort, diversity and community structure. III. International trawling effort in the North Sea: an analysis of spatial and temporal trends

Simon Jennings, John Alvsvåg, Andrew Cotter et al. · Fisheries Research · 1999 · 149 citations · Full text

Fishery Assessment, Community Structure, Temporal Trends +7

Stochastic optimization for PCA and PLS

Raman Arora, Andrew Cotter, Karen Livescu et al. · 2012 · 144 citations

Mathematical Programming, Large-scale Global Optimization, Model Optimization +12

Are stock assessment methods too complicated?

Andrew Cotter, Louise Burt, C. G. M. Paxton et al. · Fish and Fisheries · 2004 · 88 citations

Fishery Assessment, Engineering, Critical Review +15