Jakub Tarnawski
7 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Core AI
(2)
Data Science & Analytics
(1)
Security & Privacy
(1)
Applications
(1)
Core Methods
(1)
Differential Privacy
(1)
Foundations
(1)
Systems
(1)
Keywords
submodular maximization
(3)
matroid constraint
(2)
cardinality constraint
(2)
streaming algorithm
(2)
fault tolerance
(1)
impossibility result
(1)
correlation clustering
(1)
data summarization
(1)
approximation algorithm
(1)
similarity function
(1)
data selection
(1)
privacy-utility trade-off
(1)
recommender system
(1)
fair machine learning
(1)
signed graph
(1)
architecture search
(1)
massively parallel computation
(1)
constant approximation
(1)
sublinear memory
(1)
state replication
(1)
Papers
DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving
ICML 2024
Efficiently Computing Similarities to Private Datasets
ICLR 2024
Fairness in Submodular Maximization over a Matroid Constraint
AISTATS 2024
Integrated Hardware Architecture and Device Placement Search
ICML 2024
Fairness in Streaming Submodular Maximization over a Matroid Constraint
ICML 2023
Correlation Clustering in Constant Many Parallel Rounds
ICML 2021
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams
ICML 2018