Ehsan Kazemi
13 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Keyword Champion
π€
Dynamic Duo
(11)
π
Conference Pioneer
ποΈ
Keyword Collector
(60)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Mathematics & Optimization
(10)
Optimization
(10)
Machine Learning
(9)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Deep Learning
(1)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Keywords
submodular maximization
(6)
streaming algorithm
(5)
data summarization
(5)
approximation algorithm
(4)
combinatorial optimization
(3)
submodular optimization
(2)
cardinality constraint
(2)
submodular function
(2)
knapsack constraint
(2)
non-convex optimization
(1)
nearest neighbor search
(1)
distributed computing
(1)
sequential decision
(1)
algorithmic fairness
(1)
trajectory prediction
(1)
supervised learning
(1)
multi-task learning
(1)
accelerated gradient
(1)
data privacy
(1)
asynchronous optimization
(1)
Papers
CTIN: Robust Contextual Transformer Network for Inertial Navigation
AAAI 2022
Submodular Maximization in Clean Linear Time
NeurIPS 2022
Regularized Submodular Maximization at Scale
ICML 2021
Streaming Submodular Maximization under a k-Set System Constraint
ICML 2020
Submodular Maximization Through Barrier Functions
NeurIPS 2020
Adaptive Sequence Submodularity
NeurIPS 2019
Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems
AAAI 2019
Eliminating Latent Discrimination: Train Then Mask
AAAI 2019
Submodular Streaming in All Its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity
ICML 2019
Comparison Based Learning from Weak Oracles
AISTATS 2018
Data Summarization at Scale: A Two-Stage Submodular Approach
ICML 2018
Do Less, Get More: Streaming Submodular Maximization with Subsampling
NeurIPS 2018
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints
ICML 2018