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Showing papers from Indian Institute of Technology Roorkee, Roorkee, INDIA Show all papers

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NeurIPS 2026Indian Institute of Technology DIndian Institute of Technology RDeep learning theory

Statistical Mixing Guarantees for Contractive Echo State Networks

Pradeep Singh, Balasubramanian Raman

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Indian Institute of Technology DIndian Institute of Information Indian Institute of Technology RDeep learning theory

Dimension Bounds for Contractive Reservoir Computing from Input Entropy

Pradeep Singh, Kishore Babu Nampalle, Balasubramanian Raman

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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