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References from Online Learning and Online Convex Optimization. Local targets link to admitted publications; unresolved targets remain external evidence.
Optimal strategies and minimax lower bounds for online convex games
2008 · External reference
Competing in the dark: An efficient algorithm for bandit linear optimization
2008 · External reference
The relaxation method for linear inequalities
10.4153/cjm-1954-037-2 · 1954 · External reference
The nonstochastic multiarmed bandit problem
10.1137/s0097539701398375 · 2002 · External reference
Tracking the best disjunction
10.1023/a:1007472513967 · 1998 · External reference
Relative loss bounds for on-line density estimation with the exponential family of distributions
10.1023/a:1010896012157 · 2001 · External reference
Agnostic online learning
2009 · External reference
10.1007/bfb0029575
10.1007/bfb0029575 · 1998 · External reference
10.1007/978-0-387-31256-9
10.1007/978-0-387-31256-9 · 2006 · External reference
On the generalization ability of on-line learning algorithms
10.1109/tit.2004.833339 · 2004 · External reference
Improved risk tail bounds for on-line algorithms
2006 · External reference
10.1017/cbo9780511546921
10.1017/cbo9780511546921 · 2006 · External reference
Behavior of sequential predictors of binary sequences
1965 · External reference
10.1017/cbo9780511801389
10.1017/cbo9780511801389 · 2000 · External reference
The price of bandit information for online optimization
2008 · External reference
Online convex optimization in the bandit setting: Gradient descent without a gradient
2005 · External reference
Large margin classification using the perceptron algorithm
10.1023/a:1007662407062 · 1999 · External reference
The robustness of the p-norm algorithms
10.1023/a:1026319107706 · 2003 · External reference
The robustness of the p-norm algorithms
10.1145/307400.307405 · 1999 · External reference
Regret bounds for prediction problems
10.1145/307400.307410 · 1999 · External reference
General convergence results for linear discriminant updates
10.1023/a:1010844028087 · 2001 · External reference
Unresolved reference
2011 · External reference
On weak learning
10.1006/jcss.1995.1044 · 1995 · External reference
Regularization techniques for learning with matrices
2012 · External reference
Efficient algorithms for online decision problems
10.1016/j.jcss.2004.10.016 · 2005 · External reference
Exponentiated gradient versus gradient descent for linear predictors
10.1006/inco.1996.2612 · 1997 · External reference
Additive versus exponentiated gradient updates for linear prediction
10.1145/225058.225121 · 1995 · External reference
Relative loss bounds for multidimensional regression problems
10.1023/a:1017938623079 · 2001 · External reference
Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
10.1023/a:1022869011914 · 1988 · External reference
From on-line to batch learning
10.1016/b978-0-08-094829-4.50022-2 · 1989 · External reference
Unresolved reference
1989 · External reference
The weighted majority algorithm
10.1006/inco.1994.1009 · 1994 · External reference
Unresolved reference
1969 · External reference
Lecture Notes on Online Learning
2009 · External reference
Online learning: Random averages, combinatorial parameters, and learnability
2010 · External reference
Some aspects of the sequential design of experiments
10.1090/s0002-9904-1952-09620-8 · 1952 · External reference
The perceptron: A probabilistic model for information storage and organization in the brain
10.1037/h0042519 · 1958 · External reference
Unresolved reference
2002 · External reference
Online learning: Theory, algorithms, and applications
2007 · External reference
A primal-dual perspective of online learning algorithms
10.1007/s10994-007-5014-x · 2007 · External reference
10.1002/0471722138
10.1002/0471722138 · 2003 · External reference
Unresolved reference
1998 · External reference
Unresolved reference
1990 · External reference
10.1142/5021
10.1142/5021 · 2002 · External reference
Data dependent concentration bounds for sequential prediction algorithms
10.1007/11503415_12 · 2005 · External reference
Online convex programming and generalized infinitesimal gradient ascent
2003 · External reference
