last edits

addressed Nadav's comments

ongoing work on journal

ongoing work on journal

ongoing edits on journal

added a remark about appx stationarity

minor edits

final edits

final

Merge branch 'master' of https://c4science.ch/diffusion/7172/nonlinear

final edits

completed my edits now

edits completed

ongoing edits

spars 19 abstract draft for inexact AL

last round of edits to icml inexact method before posting on arxiv

another round of edits on the journal draft.

ongoing edits

my last commit (likely)

edited Ahmet's 2nd order proof and few things here and there.

edited the experiments section too. later i'll check the last two appendices.

edited all except experiments and appendices. pushing so Ahmet can start. i'll…

added two appendices to verify conditions. will continue edits before handing…

Merge branch 'master' of https://c4science.ch/diffusion/7172/nonlinear

ongoing work on the experiments section verifying the condition

Image file left out from the last commit.

Edits to all but the experiments section. Minor edits to the related work…

Edited up to Section 4.2. I'll continue after the missing components are added.

Minor correction

Ongoing edits everywhere except on the experiments section

First ICML draft without Slater condition (kept for journal paper to avoid…

Final write-up without the nonconvex Slater's condition, keeping that for the…

Following discussions with Ahmet, updated the definition of nonconvex Slater's…

First icml draft

First draft (ADMM + general nonsmooth regularizer + relation with convex Slater…

Left out LinAL.tex in the last commit

Nonadaptive write-up (LinAL+ADMM): work in progress

Adaptive proof revised and finalized.

Some part of nonadaptive is done. Last draft with a single file. The next one…

Linear convergence under restricted strong convexity

Updated adaptive convergence analysis and theorem.

Ahmet's edits

Rates with vanishing beta and increasing gamma

Swapped beta and sigma sequences and fixed some typos

Some errors fixed in the clustering example.

New results for nonsmooth boundary and slower sigma_k sequence

Theorem 2 on page 14 summarizes the result.

This write-up might have the complete proof that also accounts for the relation…

This write-up does not account for the relation between sigma_k and gamma_k…

Appendix B is the complete analysis under the "low-dim subspace" assumption.

Intuition in the convex case added

Removed one of the conditions in the previous commit. This might resolve the…

Volkan's assumption might hold for C with a smooth boundary.

Revert "Volkan's assumption might hold for smooth surfaces"

Volkan's assumption might hold for smooth surfaces

Summary of Bang's argument and qualitative validity of Volkan's assumption…

Updated convergence proof with Volkan's assumption

Draft of the new convergence proof

Ongoing edits by AE

Ongoing edits by AE

Initial draft for escaping saddle points