Lorenzo Orecchia
8 papers · 2012–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(4)
π
Academic Marathon
(12)
π
Cross-Pollinator
(8)
Conferences
ICML (5)
COLT (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
semidefinite programming
(3)
spectral clustering
(1)
alternating minimization
(1)
convergence analysis
(1)
graph laplacian
(1)
anomaly detection
(1)
graph clustering
(1)
graph theory
(1)
top-k ranking
(1)
community detection
(1)
neural network optimization
(1)
low-rank approximation
(1)
convex relaxation
(1)
variance reduction
(1)
variational inference
(1)
graph partitioning
(1)
maximum likelihood estimation
(1)
spectral analysis
(1)
stochastic optimization
(1)
model compression
(1)
Papers
Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
NIPS 2024
Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
ICML 2024
Top-$K$ ranking with a monotone adversary
COLT 2024
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering
ICML 2022
Alternating Randomized Block Coordinate Descent
ICML 2018
On Acceleration with Noise-Corrupted Gradients
ICML 2018
Connected Subgraph Detection with Mirror Descent on SDPs
ICML 2017
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally
JMLR 2012