logbook.json

{
  "schema_version": 2,
  "title": "Reproduction: MoSSP: A Momentum-Based Single-Loop Stochastic Penalty Method for Nonconvex Constrained DC-regularized Optimization",
  "emoji": "🎯",
  "space_id": "algorise/repro-mossp",
  "paper": {
    "arxiv_id": "2605.29635"
  },
  "tags": [
    "icml2026-repro",
    "paper-3tN36gT4tB"
  ],
  "updated_at": "2026-07-31T12:14:13+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: MoSSP: A Momentum-Based Single-Loop Stochastic Penalty Method for Nonconvex Constrained DC-regularized Optimization",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-o-epsilon-4-oracle-complexity-mossp-p",
        "title": "Claim 1: O(epsilon^-4) oracle complexity (MoSSP-P)",
        "file": "pages/claim-1-o-epsilon-4-oracle-complexity-mossp-p/page.md",
        "children": []
      },
      {
        "slug": "claim-2-o-epsilon-3-oracle-complexity-mossp-r",
        "title": "Claim 2: O(epsilon^-3) oracle complexity (MoSSP-R)",
        "file": "pages/claim-2-o-epsilon-3-oracle-complexity-mossp-r/page.md",
        "children": []
      },
      {
        "slug": "claim-3-first-single-loop-complexity-results",
        "title": "Claim 3: First single-loop complexity results",
        "file": "pages/claim-3-first-single-loop-complexity-results/page.md",
        "children": []
      },
      {
        "slug": "claim-4-mossp-outperforms-spdc-and-salm",
        "title": "Claim 4: MoSSP outperforms SPDC and SALM",
        "file": "pages/claim-4-mossp-outperforms-spdc-and-salm/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "traces": [],
  "workspace": {
    "file": "workspace.json",
    "file_count": 0,
    "total_size": 0,
    "bucket_id": null
  },
  "agent_view_tokens": 10266,
  "trace_view_tokens": 10,
  "workspace_view_tokens": 8,
  "revision": "59a082249b5f8189e2ce",
  "workspace_ref": {
    "repo_id": "algorise/repro-mossp-artifacts",
    "repo_type": "bucket",
    "repo_url": "https://huggingface.co/buckets/algorise/repro-mossp-artifacts",
    "private": true
  },
  "workspace_bucket": "https://huggingface.co/buckets/algorise/repro-mossp-artifacts"
}