Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation

Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/taming-momentum-rethinking-optimizer-states-through-low-rank-approximation

stale

Proof freshness: stale
Proof status: partial
Display score: 8/10
Last proof check: 2026-03-19
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 33%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID taming-momentum-rethinking-optimizer-states-through-low-rank-approximation | Route /signal-canvas/taming-momentum-rethinking-optimizer-states-through-low-rank-approximation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/taming-momentum-rethinking-optimizer-states-through-low-rank-approximation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "taming-momentum-rethinking-optimizer-states-through-low-rank-approximation",
    "query_text": "Summarize Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation",
  "normalized_query": "2602.24283",
  "route": "/signal-canvas/taming-momentum-rethinking-optimizer-states-through-low-rank-approximation",
  "paper_ref": "taming-momentum-rethinking-optimizer-states-through-low-rank-approximation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation

PDF: https://arxiv.org/pdf/2602.24283v1

Source count: Pending verification

Coverage: 33%

Last proof check: 2026-03-19T21:31:49.672Z

Signal Canvas receipt window

Watch and verify: Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation

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Subject: Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation

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