Krishna Gummadi
9 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(22)
π₯
Unstoppable
(7)
Conferences
NIPS (4)
ICML (3)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
algorithmic fairness
(4)
neural network
(2)
transfer learning
(1)
feature importance
(1)
secure multi-party computation
(1)
online optimization
(1)
integer linear programming
(1)
fair machine learning
(1)
multi-armed bandit
(1)
weight initialization
(1)
pre-trained representation
(1)
social learning
(1)
sensitive attribute
(1)
recommender system
(1)
rawlsian fairness
(1)
linear programming
(1)
black-box model
(1)
individual fairness
(1)
similarity measure
(1)
convex optimization
(1)
Papers
Diffused Redundancy in Pre-trained Representations
NIPS 2023
Measuring Representational Robustness of Neural Networks Through Shared Invariances
ICML 2022
Auditing Black-Box Prediction Models for Data Minimization Compliance
NIPS 2021
Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations
AAAI 2020
The Price of Local Fairness in Multistage Selection
IJCAI 2019
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning
ICML 2019
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making
NIPS 2018
Blind Justice: Fairness with Encrypted Sensitive Attributes
ICML 2018
From Parity to Preference-based Notions of Fairness in Classification
NIPS 2017