File size: 2,811 Bytes
65e5906 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 | {
"schema_version": 1,
"title": "Repro - Balancing Learning Rates Across Layers: Exact Two-Step Dynamics and Optimal Scaling in Linear Neural Networks",
"emoji": "🎯",
"space_id": "neonforestmist/layer-balancing-repro",
"paper": {
"arxiv_id": "2606.00340",
"openreview_id": "4vztmTrGhd"
},
"tags": [
"icml2026-repro",
"paper-4vztmTrGhd"
],
"updated_at": "2026-07-15T18:05:20+00:00",
"root": {
"slug": "index",
"title": "Repro - Balancing Learning Rates Across Layers: Exact Two-Step Dynamics and Optimal Scaling in Linear Neural Networks",
"file": "pages/index.md",
"children": [
{
"slug": "00-scored-evidence-summary",
"title": "00 - Scored evidence summary",
"file": "pages/00-scored-evidence-summary/page.md",
"children": []
},
{
"slug": "methods-and-provenance",
"title": "Methods and provenance",
"file": "pages/methods-and-provenance/page.md",
"children": []
},
{
"slug": "claim-1-theorem-5-3-exact-two-layer-dynamics",
"title": "Claim 1 - Theorem 5.3 exact two-layer dynamics",
"file": "pages/claim-1-theorem-5-3-exact-two-layer-dynamics/page.md",
"children": []
},
{
"slug": "claim-2-corollary-5-4-asymmetry-to-balance",
"title": "Claim 2 - Corollary 5.4 asymmetry to balance",
"file": "pages/claim-2-corollary-5-4-asymmetry-to-balance/page.md",
"children": []
},
{
"slug": "claim-3-theorem-5-5-three-layer-scaling",
"title": "Claim 3 - Theorem 5.5 three-layer scaling",
"file": "pages/claim-3-theorem-5-5-three-layer-scaling/page.md",
"children": []
},
{
"slug": "claim-4-corollary-5-6-three-layer-transition",
"title": "Claim 4 - Corollary 5.6 three-layer transition",
"file": "pages/claim-4-corollary-5-6-three-layer-transition/page.md",
"children": []
},
{
"slug": "claim-5-proposition-5-1-gradient-decomposition",
"title": "Claim 5 - Proposition 5.1 gradient decomposition",
"file": "pages/claim-5-proposition-5-1-gradient-decomposition/page.md",
"children": []
},
{
"slug": "gaussian-robustness",
"title": "Gaussian robustness",
"file": "pages/gaussian-robustness/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "layer-balancing-repro",
"title": "layer-balancing-repro",
"file": "pages/layer-balancing-repro/page.md",
"children": []
}
]
},
"agent_view_tokens": 9437,
"revision": "1784138720088435000"
} |