In this paper we consider the problem of universal prediction of individual continuous sequences with square-error loss, using a deterministic finite-state ...
In this analysis, the finite-memory universal predictors are either deterministic or random time-invariant finite-state (FS) machines with K states (K-state ...
Missing: Continuous | Show results with:Continuous
Abstruct-The problem of predicting the next outcome of an individual binary sequence using finite memory, is considered. The finite-state predictability of ...
[PDF] Finite-Memory Universal Prediction of Individual Continuous ...
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The paper analyzes the tradeoff between the number of states of the universal FSM and the excess loss (regret), and shows a lower bound on the achievable ...
In this paper we consider the problem of universal prediction of individual continuous sequences with square-error loss, using a deterministic finite-state ...
In this paper we consider the problem of universal prediction of individual continuous sequences with square-error loss, using a deterministic finite-state ...
Finite-memory universal prediction of individual sequences · Computer Science. IEEE Transactions on Information Theory · 2004.
Missing: Continuous | Show results with:Continuous
Feb 14, 2011 · Abstract:The problem of universally predicting an individual continuous sequence using a deterministic finite-state machine (FSM) is considered.
In this paper we consider the problem of universal prediction of individual continuous sequences with square-error loss, using a deterministic finite-state ...
Bibliographic details on Finite-memory least squares universal prediction of individual continuous sequences.