Kush R Varshney
6 papers · 2017–2022 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (14)
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
interpretable machine learning
(2)
data transformation
(1)
convex optimization
(1)
collaborative filtering
(1)
model safety
(1)
feature attribution
(1)
low-rank approximation
(1)
alternating minimization
(1)
implicit feedback
(1)
tensor completion
(1)
regret bound
(1)
bias mitigation
(1)
decision tree
(1)
influence function
(1)
recommender system
(1)
positive-unlabeled learning
(1)
demographic parity
(1)
demand forecasting
(1)
optimization problem
(1)
universal approximator
(1)
Papers
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
NeurIPS 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
NeurIPS 2022
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions
NeurIPS 2021
Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health
IJCAI 2020
Optimized Pre-Processing for Discrimination Prevention
NeurIPS 2017
Scalable Demand-Aware Recommendation
NeurIPS 2017