Amirmohammad Farzaneh
PulseAugur coverage of Amirmohammad Farzaneh — every cluster mentioning Amirmohammad Farzaneh across labs, papers, and developer communities, ranked by signal.
-
New method offers multi-level reliability guarantees for risk-averse decision-making
Researchers have developed a new method for risk-averse decision-making that provides multi-level reliability guarantees, particularly useful for engineering applications like wireless broadcasting. This approach is equ…
-
New framework optimizes risk-averse decision-making using OCE metrics
Researchers have developed a new framework for risk-averse decision-making under uncertainty, utilizing optimized certainty equivalent (OCE) metrics that generalize common risk measures like mean-variance and conditiona…
-
New C-PP-COAD framework enhances online anomaly detection with synthetic data
Researchers have developed a new framework called C-PP-COAD for online anomaly detection that uses synthetic data to improve performance and reduce reliance on real-time calibration data. This method wraps around existi…
-
New framework offers statistically valid hyperparameter selection for AI
A new academic paper proposes a unified statistical framework for hyperparameter selection in AI systems, moving beyond empirical methods to offer formal guarantees on reliability and safety. The framework, based on the…
-
New framework SP-CCI improves prediction intervals for counterfactual outcomes
Researchers have developed a new framework called synthetic data-powered CCI (SP-CCI) to improve the efficiency of conformal counterfactual inference. This method generates synthetic counterfactual labels to augment exi…