L. Elisa Celis
11 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (6)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(6)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
(4)
💎
Century Club
(11)
Conferences
ICML (6)
NIPS (3)
IJCAI (2)
Top co-authors
Keywords
fairness constraint
(4)
submodular function
(2)
multiwinner voting
(2)
fair classification
(2)
protected attribute
(2)
approximation algorithm
(1)
adversarial perturbation
(1)
bias mitigation
(1)
approval voting
(1)
statistical parity
(1)
social bia
(1)
envy freeness
(1)
submodular score
(1)
representative subset
(1)
committee selection
(1)
intersectional bia
(1)
gender bia
(1)
racial bia
(1)
data preprocessing
(1)
evaluation bia
(1)
Papers
A Mathematical Framework for AI-Human Integration in Work
ICML 2025
Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach
ICML 2024
Centralized Selection with Preferences in the Presence of Biases
ICML 2024
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions
ICML 2023
Bias in Evaluation Processes: An Optimization-Based Model
NIPS 2023
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees
ICML 2021
Fair Classification with Adversarial Perturbations
NIPS 2021
Data preprocessing to mitigate bias: A maximum entropy based approach
ICML 2020
Assessing Social and Intersectional Biases in Contextualized Word Representations
NIPS 2019
Multiwinner Voting with Fairness Constraints
IJCAI 2018
Balanced News Using Constrained Bandit-based Personalization
IJCAI 2018