Evren Korpeoglu
6 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Data Science & Analytics
(2)
Applications
(2)
Architectures
(2)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
inductive learning
(2)
recommender system
(2)
representation learning
(1)
neural tangent kernel
(1)
link prediction
(1)
adversarial learning
(1)
temporal modeling
(1)
matrix factorization
(1)
embedding learning
(1)
information retrieval
(1)
adversarial training
(1)
graph attention
(1)
risk minimization
(1)
gradient descent
(1)
random feature
(1)
node classification
(1)
temporal graph
(1)
exposure bia
(1)
functional representation
(1)
event sequence
(1)
Papers
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation
ICLR 2022
A Temporal Kernel Approach for Deep Learning with Continuous-time Information
ICLR 2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives
ICML 2021
Adversarial Counterfactual Learning and Evaluation for Recommender System
NeurIPS 2020
Inductive representation learning on temporal graphs
ICLR 2020
Self-attention with Functional Time Representation Learning
NeurIPS 2019