Riccardo Fogliato
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
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Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Clinical
(2)
Core Methods
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Keywords
large language model
(3)
model performance
(2)
calibration
(1)
prompt engineering
(1)
statistical estimation
(1)
variance reduction
(1)
adaptive design
(1)
model benchmarking
(1)
mean squared error
(1)
empirical baye
(1)
language model
(1)
annotation cost
(1)
confidence interval
(1)
noisy label
(1)
risk assessment
(1)
sensitivity analysis
(1)
large language model evaluation
(1)
prompt sensitivity
(1)
writing style
(1)
embedding space
(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
Multicalibration for Confidence Scoring in LLMs
ICML 2024
Precise Model Benchmarking with Only a Few Observations
EMNLP 2024
Fairness Evaluation in Presence of Biased Noisy Labels
AISTATS 2020