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Flavio Calmon

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:23 PM AMS

13

papers

108

total citations

papers (13)

Rashomon Capacity: A Metric for Predictive Multiplicity in Classification

NEURIPS 2022arXiv

Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions

NEURIPS 2023arXiv

Adapting Fairness Interventions to Missing Values

NEURIPS 2023arXiv

Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy

NEURIPS 2025arXiv

Regretful Decisions under Label Noise

Inference-Time Reward Hacking in Large Language Models

NEURIPS 2025arXiv

Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor

NEURIPS 2025arXiv

Multi-Group Proportional Representations for Text-to-Image Models

Individual Arbitrariness and Group Fairness

Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection

Analyzing the Generalization Capability of SGLD Using Properties of Gaussian Channels

HeavyWater and SimplexWater: Distortion-free LLM Watermarks for Low-Entropy Distributions

On the Epistemic Limits of Personalized Prediction