Riccardo Fogliato
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ICML (2)
AISTATS (1)
ECCV (1)
Top co-authors
Keywords
large language model
(2)
prompt engineering
(1)
statistical estimation
(1)
variance reduction
(1)
sensitivity analysis
(1)
mean squared error
(1)
empirical baye
(1)
language model
(1)
confidence interval
(1)
noisy label
(1)
risk assessment
(1)
model benchmarking
(1)
large language model evaluation
(1)
prompt sensitivity
(1)
writing style
(1)
model performance
(1)
noise model
(1)
fairness evaluation
(1)
racial bia
(1)
persona prompting
(1)
Papers
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles
EMNLP 2025
Stronger Neyman Regret Guarantees for Adaptive Experimental Design
ICML 2025
"A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation"
ECCV 2024
Precise Model Benchmarking with Only a Few Observations
EMNLP 2024
Multicalibration for Confidence Scoring in LLMs
ICML 2024
Fairness Evaluation in Presence of Biased Noisy Labels
AISTATS 2020