Showing papers from Dalhousie University Show all papers
Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026
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Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026
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DP-SGD noise inflates gradient singular values and disrupts decay, yet restoring fast decay improves private LLM fine-tuning efficiency without compromising privacy guarantees.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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Cognitive atrophy is formalized as a process-level behavioral measure in AI mental-health support, with a 1,576-conversation benchmark showing LLMs consistently exhibit moderate-to-high atrophy-aligned directive and validation patterns.
Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026
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