ProCreations/repro-dynamic-regret-via-discounted-to-dynamic-reduction

State the degree-threshold result explicitly for all 12 cells

Correct the margin-sweep wording to the measured ratios

Executed evidence for claims 1-5: algorithm runs, exact window ERM, exact Bayes risk to d=1e6, degree-swept low-degree advantage

Widen exact Bayes lower-bound audit to dimensions 9 and 10

Add exact algorithm-universal Bayes lower-bound audit

Add exact universal Bayes lower-bound family

Expand dynamic regret low-degree prior exactly

Expand exact VC audit to six-step drift window

Expand dynamic regret exact Bayes scope

Add exact low-degree threshold sweep

Expand dynamic regret Bayes lower-bound scope

Widen Massart learner scope across margins and drift rates

Expand dynamic regret VC enumeration

Broaden VC ERM audit across exhaustive finite classes

Add exact low-degree RCN projection ledger

Add nondegenerate drifting-halfspace lower bounds

Add symbolic source proof certificate for dynamic regret

Add exact finite-prior drifting-halfspace audit

Repair dynamic regret claims with broad exact audits

Certified factorised ERM lifts the statistical audit to d=512, and the information-computation gap is exhibited by running the optimal and efficient learners on the same instances

Execute exact drifting-halfspace learning audit

Emergency repurpose: validated drifting-halfspaces reproduction

Publish validated ICML reproduction for cGOX9bOWnj

initial commit