Olgica Milenkovic
20 papers · 2016–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (8)
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Renaissance Researcher
(6)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(8)
👑
Triple Crown
🧬
Topic Evolution
💎
Century Club
(20)
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Trend Setter
🗃️
Keyword Collector
(71)
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Prolific Year
(5)
🔥
Unstoppable
(9)
Conferences
NIPS (8)
ICLR (5)
ICML (3)
AISTATS (2)
JMLR (2)
Top co-authors
Research topics
Keywords
convex optimization
(3)
submodular function minimization
(3)
combinatorial optimization
(2)
spectral clustering
(2)
submodular optimization
(2)
semi-supervised learning
(2)
graph partitioning
(2)
community detection
(2)
stochastic block model
(2)
hypergraph clustering
(2)
coordinate descent
(2)
online learning
(2)
matrix factorization
(1)
representation learning
(1)
domain adaptation
(1)
transfer learning
(1)
active learning
(1)
graph laplacian
(1)
knowledge distillation
(1)
differential privacy
(1)
Papers
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
NIPS 2024
Online Distribution Learning with Local Privacy Constraints
AISTATS 2024
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation
ICML 2023
Efficient Model Updates for Approximate Unlearning of Graph-Structured Data
ICLR 2023
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection
NIPS 2023
Machine Unlearning of Federated Clusters
ICLR 2023
Higher-Order Spectral Clustering Under Superimposed Stochastic Block Models
JMLR 2023
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
ICLR 2022
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks
ICLR 2022
Adaptive Universal Generalized PageRank Graph Neural Network
ICLR 2021
Quadratic Decomposable Submodular Function Minimization: Theory and Practice
JMLR 2020
Online Convex Matrix Factorization with Representative Regions
NIPS 2019
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection
NIPS 2019
Quadratic Decomposable Submodular Function Minimization
NIPS 2018
Revisiting Decomposable Submodular Function Minimization with Incidence Relations
NIPS 2018
Query K-means Clustering and the Double Dixie Cup Problem
NIPS 2018
Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering
ICML 2018
Inhomogeneous Hypergraph Clustering with Applications
NIPS 2017
Efficient Rank Aggregation via Lehmer Codes
AISTATS 2017
Correlation Clustering and Biclustering with Locally Bounded Errors
ICML 2016