Jalaj Upadhyay
13 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Conference Polyglot (5)
π
Academic Marathon
(7)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(6)
π
Century Club
(13)
π
Trend Setter
Conferences
ICML (4)
NIPS (4)
AISTATS (2)
ICLR (2)
COLT (1)
Top co-authors
Research topics
Keywords
differential privacy
(9)
streaming algorithm
(3)
matrix completion
(2)
principal component analysis
(2)
spectral approximation
(2)
matrix approximation
(1)
low-rank approximation
(1)
robust optimization
(1)
graph sparsification
(1)
private algorithm
(1)
exponential mechanism
(1)
space complexity
(1)
online algorithm
(1)
robust principal component analysis
(1)
graph algorithm
(1)
heavy hitter
(1)
privacy loss
(1)
error bound
(1)
stochastic process
(1)
spectral clustering
(1)
Papers
Almost linear time differentially private release of synthetic graphs
AISTATS 2025
Optimality of Matrix Mechanism on $\ell_p^p$-metric
ICLR 2025
On the Price of Differential Privacy for Hierarchical Clustering
ICLR 2025
Differentially Private Decentralized Learning with Random Walks
ICML 2024
Continual Counting with Gradual Privacy Expiration
NIPS 2024
Universality of Langevin Diffusion for Private Optimization, with Applications to Sampling from Rashomon Sets
COLT 2023
Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation
ICML 2023
Differentially Private Analysis on Graph Streams
AISTATS 2021
A Framework for Private Matrix Analysis in Sliding Window Model
ICML 2021
On Differentially Private Graph Sparsification and Applications
NIPS 2019
Sublinear Space Private Algorithms Under the Sliding Window Model
ICML 2019
Differentially Private Robust Low-Rank Approximation
NIPS 2018
The Price of Privacy for Low-rank Factorization
NIPS 2018