Uthaipon Tantipongpipat
5 papers · 2018–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
COLT (1)
Top co-authors
Research topics
Keywords
principal component analysis
(2)
dimensionality reduction
(2)
differential privacy
(2)
domain adaptation
(1)
privacy-preserving learning
(1)
low-rank approximation
(1)
semi-definite programming
(1)
reconstruction error
(1)
online algorithm
(1)
approximation algorithm
(1)
nash social welfare
(1)
gradient norm
(1)
private training
(1)
adaptive query
(1)
local search
(1)
multiplicative weight
(1)
a-optimal design
(1)
fair representation
(1)
differentially private sgd
(1)
fair pca
(1)
Papers
Fast and Memory Efficient Differentially Private-SGD via JL Projections
NIPS 2021
Multi-Criteria Dimensionality Reduction with Applications to Fairness
NIPS 2019
Combinatorial Algorithms for Optimal Design
COLT 2019
Differential Privacy for Growing Databases
NIPS 2018
The Price of Fair PCA: One Extra dimension
NIPS 2018