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| <html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><title>Frank-Wolfe lower-bound reproduction poster</title><style>body{margin:0;background:#171717;color:#fafafa;font:16px/1.45 ui-sans-serif,system-ui,sans-serif}main{max-width:1180px;margin:auto;padding:34px}.ey{color:#fca5a5;font-weight:800;letter-spacing:.08em;text-transform:uppercase}h1{font-size:38px;line-height:1.12;margin:.2em 0}.cards{display:grid;grid-template-columns:repeat(4,1fr);gap:14px;margin:26px 0}.card{background:#262626;border:1px solid #525252;border-radius:14px;padding:18px}.n{font-size:30px;font-weight:850;color:#a7f3d0}img{width:100%;background:white;border-radius:14px}.foot{color:#d4d4d4;font-size:13px;margin-top:16px}@media(max-width:800px){.cards{grid-template-columns:1fr 1fr}h1{font-size:30px}}</style></head><body><main><div class="ey">Independent ICML 2026 reproduction</div><h1>Strong Convexity Does Not Beat the Frank-Wolfe Square-Root Barrier</h1><p>A 240-digit constructive recurrence, exact 2-D vector replay, and nine horizon-specific lower-bound witnesses.</p><div class="cards"><div class="card"><div class="n">16,384</div>forward steps</div><div class="card"><div class="n">1.8e-91</div>vector replay error</div><div class="card"><div class="n">-0.5024</div>iteration-gap slope</div><div class="card"><div class="n">0</div>envelope violations</div></div><img src="outputs/frank_wolfe_lower/frank_wolfe_lower_audit.png" alt="Frank-Wolfe lower-bound audit"><div class="foot">ProCreations 路 OpenReview 3KX1xU2bCC 路 full high-precision traces and SHA-256 manifest included</div></main></body></html> | |