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Amirmohammad Farzaneh

Observed name: Farzaneh, Amirmohammad
ORCID: 0000-0003-1928-6005
Observed ORCID: 0000-0003-1928-6005
OpenAlex ID: A5124276661
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization
2024 · Amirmohammad Farzaneh, Sangwoo Park, et al. · IEEE Signal Processing Letters · 3
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Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition
2025 · Farzaneh, Amirmohammad, Simeone, Osvaldo · arXiv (Cornell University) · 2
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Statistically Valid Information Bottleneck via Multiple Hypothesis Testing
2025 · Amirmohammad Farzaneh, Osvaldo Simeone · IEEE International Symposium on Information Theory (ISIT) · 1
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Risk-Averse Decision Making with Multi-Level Reliability Guarantees
2026 · Farzaneh, Amirmohammad, Simeone, Osvaldo · arXiv (Cornell University)
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Conformal Risk-Averse Decision Making with Optimized Certainty Equivalent Risk Control
2026 · Farzaneh, Amirmohammad, Simeone, Osvaldo · arXiv (Cornell University)
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Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents
2026 · Farzaneh, Amirmohammad, Simeone, Osvaldo · arXiv (Cornell University)
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Statistically Valid Post-Training Hyperparameter Selection: From Tuning to Guarantees
2026 · Farzaneh, Amirmohammad, Simeone, Osvaldo · arXiv (Cornell University)
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Post-Selection Distributional Model Evaluation
2026 · Farzaneh, Amirmohammad, Simeone, Osvaldo · arXiv (Cornell University)
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Optimized Certainty Equivalent Risk-Controlling Prediction Sets
2026 · Huang, Jiayi, Farzaneh, Amirmohammad, et al. · arXiv (Cornell University)
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Should I Have Expressed a Different Intent? Counterfactual Generation for LLM-Based Autonomous Control
2026 · Farzaneh, Amirmohammad, D'Oro, Salvatore, et al. · arXiv (Cornell University)
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Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs
2025 · Amirmohammad Farzaneh, Osvaldo Simeone · neural information processing systems
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Works count: 12
Citation count: 6
H-index: 2
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