OAI/Analysis/FourierLLogL/Thermal/Side.lean
7 declarations, 0 contain sorry, 0 declared as axioms
Accounting for the side label
- lemma
OAI.FourierLLogL.Dyadic.Thermal.cert_S_energyline 14 - lemma
OAI.FourierLLogL.Dyadic.Thermal.local_channel_energyline 23 - lemma
OAI.FourierLLogL.Dyadic.Thermal.side_entropyline 42Source documentation
Absolute information cap wrt a fixed comparison law on z.
lemma side_entropy {n : ℕ} {p : Node} {h err : ℝ} {A : Form M} (H : Certified h err n p A) (x : Grid M) (hx : x ∈ p.block M) : (channel A x).Ex (fun z => log (channel A x z) - log (channel (place p M) (p.start M) z)) ≤ F A-log p.invlen+300 := by …Mentions: OAI.FourierLLogL.Dyadic.Node, OAI.FourierLLogL.Dyadic.Thermal.Form, OAI.FourierLLogL.Dyadic.Thermal.H, OAI.FourierLLogL.Dyadic.Thermal.Certified, OAI.FourierLLogL.Dyadic.Grid, OAI.FourierLLogL.Dyadic.Thermal.channel, OAI.FourierLLogL.Dyadic.Thermal.place, OAI.FourierLLogL.Dyadic.Thermal.F
- lemma
OAI.FourierLLogL.Dyadic.Thermal.log_input_boundline 60 - lemma
OAI.FourierLLogL.Dyadic.Thermal.cut_sum_boundline 73 - lemma
OAI.FourierLLogL.Dyadic.Thermal.log_side_ratioline 81 - lemma
OAI.FourierLLogL.Dyadic.Thermal.product_entropy_boundline 89Source documentation
General positive-product estimate. The extra factor of two in the testing volume allows a predictable child mask.
lemma product_entropy_bound {p p' : Node} {a : Grid M → ℝ} (hp : p.ok M) (hv : p.below p') {n : ℕ} {h err : ℝ} {A : Form M} (H : Certified h err n p' A) {P : Law (Grid M)} (ht : PieceLaw p a P) (hl : l ≤ M) (hh : M-l ≤ p.lev) {d : ℝ} (h1 : ∀ x, a x ≤ exp d) (hm : exp (-d) ≤ p.avg a) (B : Bool) (Q : Grid l → Grid M → ℝ) (hQ : ∀ x z, 0 < Q x z) (hQ' : ∀ z, expU (fun x => Q x z) ≤ 1) : (P.withNext (channel A)).Ex (fun xz => if xz.1∈(p.child B).block M then log (Q (cut hl xz.1) xz.2) else 0) ≤ 2*d + log p.invlen - log ((2:ℝ)^(M-l)) + F A - log p'.invlen + 301 := by …Mentions: OAI.FourierLLogL.Dyadic.Node, OAI.FourierLLogL.Dyadic.Grid, OAI.FourierLLogL.Dyadic.Thermal.Form, OAI.FourierLLogL.Dyadic.Thermal.H, OAI.FourierLLogL.Dyadic.Thermal.Certified, OAI.FourierLLogL.Law, OAI.FourierLLogL.Dyadic.Thermal.PieceLaw, OAI.FourierLLogL.Dyadic.expU, OAI.FourierLLogL.Dyadic.Thermal.channel, OAI.FourierLLogL.Dyadic.cut, OAI.FourierLLogL.Dyadic.Thermal.F