Jakub M Tarnawski
6 papers · 2017–2022 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (6)
Top co-authors
Research topics
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
NIPS 2022
Piper: Multidimensional Planner for DNN Parallelization
NIPS 2021
Fully Dynamic Algorithm for Constrained Submodular Optimization
NIPS 2020
Fairness in Streaming Submodular Maximization: Algorithms and Hardness
NIPS 2020
Efficient Algorithms for Device Placement of DNN Graph Operators
NIPS 2020
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach
NIPS 2017