Jakub M Tarnawski
6 papers · 2017–2022 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Application Areas
(4)
Optimization
(4)
Artificial Intelligence
(2)
Computer Science
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Security & Privacy
(1)
Core Methods
(1)
Differential Privacy
(1)
Foundations
(1)
Systems
(1)
Keywords
streaming algorithm
(2)
cardinality constraint
(2)
deep neural network
(2)
model parallelism
(2)
submodular maximization
(2)
distributed computing
(1)
parallel computing
(1)
dynamic programming
(1)
algorithm design
(1)
correlation clustering
(1)
data summarization
(1)
representative selection
(1)
clustering algorithm
(1)
greedy algorithm
(1)
approximation algorithm
(1)
dynamic algorithm
(1)
memory optimization
(1)
approximation guarantee
(1)
heterogeneous computing
(1)
fairness constraint
(1)
Papers
Near-Optimal Correlation Clustering with Privacy
NeurIPS 2022
Piper: Multidimensional Planner for DNN Parallelization
NeurIPS 2021
Efficient Algorithms for Device Placement of DNN Graph Operators
NeurIPS 2020
Fairness in Streaming Submodular Maximization: Algorithms and Hardness
NeurIPS 2020
Fully Dynamic Algorithm for Constrained Submodular Optimization
NeurIPS 2020
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach
NeurIPS 2017