Mohit Singh
5 papers · 2018–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
COLT (1)
ICML (1)
Top co-authors
Keywords
principal component analysis
(2)
dimensionality reduction
(2)
robust optimization
(1)
algorithmic fairness
(1)
domain adaptation
(1)
low-rank approximation
(1)
semi-definite programming
(1)
cardinality constraint
(1)
reconstruction error
(1)
submodular maximization
(1)
regret bound
(1)
online algorithm
(1)
greedy algorithm
(1)
approximation algorithm
(1)
nash social welfare
(1)
approximation guarantee
(1)
matroid constraint
(1)
combinatorial constraint
(1)
local search
(1)
a-optimal design
(1)
Papers
On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness
ICML 2020
Multi-Criteria Dimensionality Reduction with Applications to Fairness
NIPS 2019
Structured Robust Submodular Maximization: Offline and Online Algorithms
AISTATS 2019
Combinatorial Algorithms for Optimal Design
COLT 2019
The Price of Fair PCA: One Extra dimension
NIPS 2018