Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise

Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise | Route /signal-canvas/robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise",
    "query_text": "Summarize Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise",
  "normalized_query": "2603.15596",
  "route": "/signal-canvas/robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise",
  "paper_ref": "robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise",
  "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: Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise

PDF: https://arxiv.org/pdf/2603.15596v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Not build-ready: Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise

/buildability/robust-and-computationally-efficient-linear-contextual-bandits-under-adversarial-corruption-and-heavy-tailed-noise

Ignoreblocked

Subject: Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise

Verdict

Ignore

Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface