2.2k citations · 5.9k across the 41 of their papers we have counts for
Showing 2011Show all
3 papers · 1 filter
cs.AI2011★ 258 cited
On Prediction Using Variable Order Markov Models
R. Begleiter, R. El-Yaniv, G. Yona
This paper is concerned with algorithms for prediction of discrete sequences over a finite alphabet, using variable order Markov models. The class of such algorithms is large and i…
cs.AI2011★ 55 cited
Explicit Learning Curves for Transduction and Application to Clustering and Compression Algorithms
P. Derbeko, R. El-Yaniv, R. Meir
Inductive learning is based on inferring a general rule from a finite data set and using it to label new data. In transduction one attempts to solve the problem of using a labeled…
cs.AI2011★ 7 cited
Can We Learn to Beat the Best Stock
A. Borodin, R. El-Yaniv, V. Gogan
A novel algorithm for actively trading stocks is presented. While traditional expert advice and "universal" algorithms (as well as standard technical trading heuristics) attempt to…