{ "schema_version": 2, "title": "Repro: High-accuracy sampling for diffusion models and log-concave distributions", "emoji": "🎯", "space_id": "prarabdhmisra/71132", "paper": { "arxiv_id": "2602.01338" }, "tags": [ "icml2026-repro", "paper-71132" ], "updated_at": "2026-07-31T21:03:48+00:00", "root": { "slug": "index", "title": "Repro: High-accuracy sampling for diffusion models and log-concave distributions", "file": "pages/index.md", "children": [ { "slug": "claim-1-delta-error-in-polylog-1-delta-steps-exponential-improvement", "title": "Claim 1: delta-error in polylog(1/delta) steps (exponential improvement)", "file": "pages/claim-1-delta-error-in-polylog-1-delta-steps-exponential-improvement/page.md", "children": [] }, { "slug": "claim-2-complexity-o-d-star-polylog-1-delta-under-minimal-assumptions", "title": "Claim 2: complexity O~(d_star polylog(1/delta)) under minimal assumptions", "file": "pages/claim-2-complexity-o-d-star-polylog-1-delta-under-minimal-assumptions/page.md", "children": [] }, { "slug": "claim-3-first-polylog-1-delta-log-concave-sampler-using-only-gradient-evals", "title": "Claim 3: first polylog(1/delta) log-concave sampler using only gradient evals", "file": "pages/claim-3-first-polylog-1-delta-log-concave-sampler-using-only-gradient-evals/page.md", "children": [] }, { "slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": [] }, { "slug": "high-accuracy-sampling-repro", "title": "high-accuracy-sampling-repro", "file": "pages/high-accuracy-sampling-repro/page.md", "children": [] }, { "slug": "operator-decisions", "title": "Operator decisions", "file": "pages/operator-decisions/page.md", "children": [] }, { "slug": "claim-4-non-uniform-lipschitz-condition-refines-the-complexity-theorem-4-9", "title": "Claim 4: non-uniform Lipschitz condition refines the complexity (Theorem 4.9)", "file": "pages/claim-4-non-uniform-lipschitz-condition-refines-the-complexity-theorem-4-9/page.md", "children": [] }, { "slug": "claim-2-complexity-vs-the-ambient-data-dimension-d-theorem-4-3-as-the-board-words-it", "title": "Claim 2: complexity vs the AMBIENT data dimension d (Theorem 4.3 as the board words it)", "file": "pages/claim-2-complexity-vs-the-ambient-data-dimension-d-theorem-4-3-as-the-board-words-it/page.md", "children": [] }, { "slug": "claim-5-log-concave-and-isoperimetric-sampling-from-first-order-queries-section-5", "title": "Claim 5: log-concave / isoperimetric sampling from first-order queries (Section 5)", "file": "pages/claim-5-log-concave-and-isoperimetric-sampling-from-first-order-queries-section-5/page.md", "children": [] } ] }, "traces": [ { "id": "262aa51c-2bbd-48f5-9e09-81dbf2ad10c3", "title": "Claim 1/4/5 upgrade session - Thm 4.3 exact-kernel check, truncation diagnosis, honest split verdict", "provider": "Claude Code", "model": "claude-opus-5", "started_at": "2026-07-31T19:43:09.673000+00:00", "ended_at": "2026-07-31T20:58:48.409000+00:00", "duration_ms": 4538736, "event_count": 158, "turn_count": 1, "source_available": true, "attached_at": "2026-07-31T21:01:30+00:00", "index_file": "traces/262aa51c-2bbd-48f5-9e09-81dbf2ad10c3/index.json" }, { "id": "1c3117b2-a2ab-451c-81e9-016d3adc0b2f", "title": "Operator decisions session - human-in-the-loop calls on Claim 2 wording, O(d*) reading, GMM testbed, claim ordering", "provider": "Claude Code", "model": "claude-opus-5", "started_at": "2026-07-30T20:52:34.672000+00:00", "ended_at": "2026-07-31T12:23:45.739000+00:00", "duration_ms": 55871067, "event_count": 354, "turn_count": 5, "source_available": true, "attached_at": "2026-07-31T21:00:55+00:00", "index_file": "traces/1c3117b2-a2ab-451c-81e9-016d3adc0b2f/index.json" } ], "workspace": { "file": "workspace.json", "file_count": 0, "total_size": 0, "bucket_id": "prarabdhmisra/71132-artifacts" }, "agent_view_tokens": 16990, "trace_view_tokens": 32051, "workspace_view_tokens": 8, "revision": "76ce0193d7633e907d67", "traces_ref": { "repo_id": "prarabdhmisra/71132-traces", "repo_type": "dataset", "repo_url": "https://huggingface.co/datasets/prarabdhmisra/71132-traces", "private": false, "viewer_path": "trackio/index.json" }, "trace_dataset": "https://huggingface.co/datasets/prarabdhmisra/71132-traces", "workspace_ref": { "repo_id": "prarabdhmisra/71132-artifacts", "repo_type": "bucket", "repo_url": "https://huggingface.co/buckets/prarabdhmisra/71132-artifacts", "private": false }, "workspace_bucket": "https://huggingface.co/buckets/prarabdhmisra/71132-artifacts" }