conftrace_

Shayan Kiyani

5 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10)

Conferences

ICML (4) NIPS (1)

Top co-authors

Hamed Hassani (3) Aaron Roth (2) George J. Pappas (2) Ramya Ramalingam (1) Simone Bombari (1) George Pappas (1) Marco Mondelli (1)

Keywords

neural tangent kernel (1) adversarial robustness (1) conformal prediction (1) uncertainty quantification (1) covariate shift (1) random feature (1) prediction set (1) conditional validity (1)

Papers

Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents ICML 2025 The Relationship Between No-Regret Learning and Online Conformal Prediction ICML 2025 Length Optimization in Conformal Prediction NIPS 2024 Conformal Prediction with Learned Features ICML 2024 Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels ICML 2023