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Showing papers from Department of Computer Science, University of Wisconsin-Madison Show all papers

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NeurIPS 2026Massachusetts Institute of TechnDepartment of Computer Science, U Wisconsin MadisonKernels & Gaussian processes

Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices

Rikhav Shah, Sandeep Silwal, Tony C Wang

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026U Wisconsin - MadisonDepartment of Computer Science, Google DeepmindLLM evaluation & benchmarks

Capturing LLM Capabilities via Evidence-Calibrated Query Clustering

ECC calibrates semantic embeddings with limited model comparisons to cluster queries by latent capability demands, improving LLM ranking by ~18 points over semantic baselines and aiding query routing.

Fangzhou Wu, Sandeep Silwal, Qiuyi (Richard) Zhang

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026 · ▲ 1 on Hugging Face

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