Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces

Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
References: 0
Source count: 3
Coverage: 50%

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 certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces | Route /signal-canvas/certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces

MCP example

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  "arguments": {
    "mode": "paper",
    "paper_ref": "certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces",
    "query_text": "Summarize Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces"
  }
}

source_context

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  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces",
  "normalized_query": "2605.25352",
  "route": "/signal-canvas/certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces",
  "paper_ref": "certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces

PDF: https://arxiv.org/pdf/2605.25352v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-27T00:08:01.411Z

Signal Canvas receipt window

Not build-ready: Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces

/buildability/certified-robustness-from-approximate-gaussian-mixture-structures-in-pretrained-latent-spaces

Ignoreblocked

Subject: Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Spaces

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