Sharon Qian
4 papers · 2019–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (16)
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Hot Topic Early Bird
Conferences
NIPS (3)
ICML (1)
Top co-authors
Research topics
Keywords
submodular maximization
(2)
greedy algorithm
(2)
feature selection
(1)
adaptive sampling
(1)
model interpretability
(1)
experimental design
(1)
cardinality constraint
(1)
online algorithm
(1)
approximation algorithm
(1)
parallel algorithm
(1)
language model
(1)
attention head
(1)
approximation guarantee
(1)
facility location
(1)
transformer language model
(1)
neuron analysis
(1)
gender bia
(1)
adaptive complexity
(1)
dual method
(1)
causal mediation analysis
(1)
Papers
Instance Specific Approximations for Submodular Maximization
ICML 2021
Investigating Gender Bias in Language Models Using Causal Mediation Analysis
NIPS 2020
The Adaptive Complexity of Maximizing a Gross Substitutes Valuation
NIPS 2020
Fast Parallel Algorithms for Statistical Subset Selection Problems
NIPS 2019