Giansalvo Cirrincione

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Papers (7)

1. Learned Lyapunov Shielding for Adaptive Control cs.LG · 2026 · author #1
2. Temporal Attention for Adaptive Control of Euler-Lagrange Systems with Unobservable Memory cs.LG · 2026 · author #1
3. Rank, Head-Channel Non-Identifiability, and Symmetry Breaking: A Precise Analysis of Representational Collapse in Transformers cs.LG · 2026 · author #1
4. INCRT: An Incremental Transformer That Determines Its Own Architecture cs.LG · 2026 · author #1
5. Hierarchical Kernel Transformer: Multi-Scale Attention with an Information-Theoretic Approximation Analysis cs.LG · 2026 · author #1
6. On the Geometry of Positional Encodings in Transformers cs.LG · 2026 · author #1
7. Collapse-Free Prototype Readout Layer for Transformer Encoders cs.LG · 2026 · author #1

Mentions

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Frequent Coauthors

• Adriano Fagiolini 2 shared papers
• Rahul Ranjeev Kumar 1 shared papers