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The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond
Stochastic Bandits Beyond KL-UCB
2011/3/21
This paper presents a finite-time analysis of the KL-UCB algorithm, an online, horizon-free index policy for stochastic bandit problems. We prove two distinct results: first, for arbitrary bounded rew...
Bounded Rationality in Industrial Organization
Bounded Rationality Industrial Organization
2010/11/5
This paper discusses the use of bounded rationality in industrial organization. There is a
long tradition of such work: literatures from various decades have discussed irrationalities
by firms and c...
On convergence of L(1)-bounded martingales indexed by directed sets
convergence of L(1)-bounded martingales directed sets
2009/9/24
On convergence of L(1)-bounded martingales indexed by directed sets。
Bounded stopping time of some Bayes sequential tests for the t-test model
Bounded stopping time some Bayes sequential tests
2009/9/23
Bounded stopping time of some Bayes sequential tests for the t-test model。
Level crossings of stochastic processes with stationary bounded variations and continuous decreasing components
Level crossings of stochastic processes stationary bounded variations
2009/9/22
Formulas for level crossing probabilities, ladder height
distributions and related characteristics of a general class of processes
with stationary bounded variations and continuous decreasing compon...
On ARMA(1,q) models with bounded and periodically correlated solutions
Periodically correlated ARMA model periodic coefficients
2009/9/21
In this paper, motivated by [2], we derive necessary
and suficient conditions for bounded and periodically correlated solutions
to the system of equations described by ARMA(1, q) model.
SPECTRAL GAP ESTIMATE FOR STABLE PROCESSES ON ARBITRARY BOUNDED OPEN SETS
Isotropic stable process spectral gap
2009/9/18
In the paper we prove the lower bound estimate ¸D
2 −¸D
1
c(¸D
1 )−d=®(diamD)−d−® for the spectral gap of the Dirichlet fractional
Laplacia...
On the frequentist coverage of Bayesian credible intervals for lower bounded means
Bayesian credible sets restricted parameter space frequentist coverage probability logconcavity
2009/9/16
For estimating a lower bounded location or mean parameter for a symmetric and logconcave density, we investigate the frequentist performance of the $100(1-alpha)%$ Bayesian HPD credible set associated...
Moderate Deviations for Martingales with Bounded Jumps
Moderate deviations martingales bounded martingale difference
2009/5/11
We prove that the Moderate Deviation Principle (MDP) holds for the trajectory of a locally square integrable martingale with bounded jumps as soon as its quadratic covariation, properly scaled, conver...
Sharp inequality for bounded submartingales and their differential subordinates
Sharp bounded submartingale differential subordinates
2009/3/23
Let α be a fixed number from the interval [0,1]. We obtain the sharp probability bounds for the maximal function of the process which is α-differentially subordinate to a bounded submartingale. This g...
Estimation of Bounded Location and Scale Parameters
Bayes estimator bounded mean decision theory improved estimator location family minimaxity monotone likelihood ratio Pitman estimator restricted parameter scale family symmetric density uniform prior
2009/3/9
This paper addresses the issue of deriving estimators improving on the best location equivariant (or Pitman) estimator under the squared error loss when a location parameter is restricted to a bounded...