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5 Aug 2013: Can have more bins in A and B codebooks of a given size. ... S1 = E [S1S2] S2 Z. Common Resolution Information. - Quantize S2 to Ŝ2 with some distortion D- Set C = Ŝ2, A = B = φ.

16 Dec 2013: It would seem natural to try and improve the spec-trum estimate by performing some averaging in or-der to mimic the ensemble average above. ... The B-T method can reduce the variance of the peri-odogram estimate at the expense of some frequencyresolution.

16 Dec 2013: I mcb =? for a degree-j check node if some of the j 1 incoming mbc =? qj = Pr{mcb =?|check node of degree j} = 1 “. 1 P(1)b”j1. I ... 6. 105. 104. 103. 102. 101. 100. Eb. N0(dB). P(100). b.

5 Aug 2013: where S is a hidden (unknown) state variable uniformlydistributed in [0,B], for some known B > 0. ... for some δ1 [0,1).This corresponds to switching once you detect that S is lessthan B(1δ1)2.

5 Oct 2013: 7 / 47. Source Coding with Feed-Forward. Feed-forward Decoder knows some of the past sourcesamples. ... rate. FF: decoder 2 knows past samples with some delay. Can help build correlation!

5 Oct 2013: For ourconstructions, we choose M = Lb for some b > 1 so that (1)implies. ... L log L = nR/b. (2). Thus L is now Θ (n/log n), and the number of columns MLin the dictionary A is now Θ.

5 Aug 2013: Some of the lemmas are similar to thoserequired to prove in [4, Theorem 1]. ... Hence we have that for some. k 2σδ. =2(nδn |X||Y| log(n 1)).

5 Aug 2013: SPARCs for lossy compression were first considered in[6] where some preliminary results were presented. ... If we choose M = Lb for some b > 0,(1) implies L = Θ(n/log n), and the number of operations persource sample is of the order (n/ log n)b1.

15 Aug 2013: This avoids some cumbersome heavy typeface notations. 7. ON-LINE BAYESIAN METHODS FOR ESTIMATION OF NON-LINEAR NON-GAUSSIAN SIGNALS SIMON GODSILL. • ... RECENT DEVELOPMENTS. Some (biased!) pointers to recent advances in algorithms:. • Auxiliary

5 Aug 2013: Sparse regression codes for compressing Gaussian sourceswere first considered in [3] where some preliminary resultswere presented. ... For ourconstructions, we choose M = Lb for some b > 1 so that (2)implies.

17 Dec 2013: C is the set of codewords c satisfying for all b Fk2 (row convention). ... I mcb =? for a degree-j check node if some of the j 1 incoming mbc =? qj = Pr{mcb =?|check node of degree j} = 1 “. 1 P(1)b”j1. I

5 Aug 2013: It is prudent, therefore, to temperthe descriptor with some kind of dynamic model or trackingmethod. ... Let PA(r0) CMN be the column-wise Fouriertransform of the P-matrix taken about some point r0 =(x0, y0).

5 Aug 2013: There-fore, this is covered in some detail in the present paper toshow the assumptions on which it is based and the relation-ships between the complex quantities and their analoguesin ... S′ b(x)A(x). n̂(x) d2x, where S′ is some surface enclosing

5 Aug 2013: xi pX(xi) = X (3.2). Now, what is the mean value of some function, Y = g(X)? ... Some important parameters from central moments of a pdf are:. • Variance, n = 2:.

5 Aug 2013: The semantic content of the imagesis complex and varied. Some are landscape scenes, whileothers are portraits. ... Note that, ifs is an entry in table 1 for schemes (A,B), then(1 s)/2 is the frequency with which scheme A was picked.Some of the

15 Aug 2013: of good estimates for some target states, and bad estimates for other target states. ... The. recursion is initialised with some distribution for the initial state p(x0).

5 Aug 2013: in the dictionary A is enR, i.e., exponential in n. For ourconstructions, we choose M = Lb for some b > 1 so that (1)implies. ... Barron, B. Chen, and G. Wornell, “The duality between informationembedding and source coding with side information and

15 Aug 2013: and imaginary parts of some typical Gabor atoms(see equation (3)), with modulating angular frequency ω D 2πm=M. ... 1998)); some recently proposed Bayesian variable selection schemes specificallyaddress the overcomplete case (Brown et al., 2002; West,

5 Aug 2013: scaling function coefficients from tree b as interpolating mid-way between thecorresponding ones from tree a, which for some applications turns out to be more useful andis the most natural interpretation ... Thisis likely to be an important feature for