Özlem Aslan
5 papers · 2012–2021 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(4)
Optimization & Theory · Machine Learning
(4)
Mathematics & Optimization
(3)
Core Methods
(3)
Optimization
(3)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
convex optimization
(2)
robust regression
(1)
graph representation learning
(1)
network architecture
(1)
variational inference
(1)
variational estimation
(1)
statistical consistency
(1)
deep learning
(1)
convex relaxation
(1)
regression analysis
(1)
hidden layer
(1)
global training
(1)
representation learning
(1)
polynomial-time regression
(1)
m-estimation
(1)
outlier handling
(1)
polynomial time
(1)
two-layer model
(1)
adaptive latent layer
(1)
statistical learning
(1)
Papers
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset
NAACL 2021
Analysis of Deep Neural Networks with Extended Data Jacobian Matrix
ICML 2016
Convex Deep Learning via Normalized Kernels
NeurIPS 2014
Convex Two-Layer Modeling
NeurIPS 2013
A Polynomial-time Form of Robust Regression
NeurIPS 2012