Hemant Tyagi
12 papers · 2014–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (11) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(64)
π
Century Club
(12)
π₯
Unstoppable
(8)
Conferences
JMLR (6)
AISTATS (4)
ICML (1)
NIPS (1)
Top co-authors
Keywords
stochastic block model
(4)
function approximation
(2)
pairwise measurement
(2)
smooth function
(2)
signed graph
(2)
network clustering
(2)
angular synchronization
(2)
spectral clustering
(2)
graph clustering
(1)
high-dimensional statistics
(1)
compressive sensing
(1)
matrix perturbation
(1)
sparse regression
(1)
ranking aggregation
(1)
non-convex optimization
(1)
sample complexity
(1)
sparse additive model
(1)
graph analysis
(1)
convex optimization
(1)
matrix completion
(1)
Papers
Dynamic angular synchronization under smoothness constraints
JMLR 2025
Seeded Graph Matching for the Correlated Gaussian Wigner Model via the Projected Power Method
JMLR 2024
Dynamic Ranking with the BTL Model: A Nearest Neighbor based Rank Centrality Method
JMLR 2023
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees
ICML 2022
Ranking and synchronization from pairwise measurements via SVD
JMLR 2021
Clustering multilayer graphs with missing nodes
AISTATS 2021
Regularized spectral methods for clustering signed networks
JMLR 2021
Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping
JMLR 2020
SPONGE: A generalized eigenproblem for clustering signed networks
AISTATS 2019
On denoising modulo 1 samples of a function
AISTATS 2018
Learning Sparse Additive Models with Interactions in High Dimensions
AISTATS 2016
Efficient Sampling for Learning Sparse Additive Models in High Dimensions
NIPS 2014