Uthaipon Tantipongpipat
5 papers · 2018–2021 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Application Areas
(4)
Optimization
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(2)
Security & Privacy
(2)
Core Methods
(2)
Differential Privacy
(2)
Computer Science
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
differential privacy
(2)
dimensionality reduction
(2)
principal component analysis
(2)
semidefinite programming
(1)
domain adaptation
(1)
privacy-preserving learning
(1)
low-rank approximation
(1)
reconstruction error
(1)
online algorithm
(1)
greedy algorithm
(1)
approximation algorithm
(1)
nash social welfare
(1)
gradient norm
(1)
approximation guarantee
(1)
private training
(1)
adaptive query
(1)
local search
(1)
multiplicative weight
(1)
a-optimal design
(1)
fair representation
(1)
Papers
Fast and Memory Efficient Differentially Private-SGD via JL Projections
NeurIPS 2021
Combinatorial Algorithms for Optimal Design
COLT 2019
Multi-Criteria Dimensionality Reduction with Applications to Fairness
NeurIPS 2019
Differential Privacy for Growing Databases
NeurIPS 2018
The Price of Fair PCA: One Extra dimension
NeurIPS 2018