Ege Beyazit

3 papers · 2019–2023 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (1) IJCAI (1) NeurIPS (1)

Top co-authors

Xindong Wu (2) Jonathan Kozaczuk (1) Bilal Fadlallah (1) Vanessa Wallace (1) Yi He (1) Di Wu (1) Baijun Wu (1) Sheng Chen (1) Bo Li (1) Jeevithan Alagurajah (1)

Research topics

Machine Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Optimization & Theory · Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Learning Types · Deep Learning (1) Optimization (1) Optimization & Theory · Deep Learning (1)

Keywords

online learning (2) data stream (2) empirical risk minimization (1) feature space (1) spectral analysis (1) inductive bia (1) tabular data (1) instance classification (1) generative graphical model (1) universal feature space (1) feature sparsity (1) neural network (1) representation learning (1) frequency reduction (1) deep learning (1)

Papers

An Inductive Bias for Tabular Deep Learning NeurIPS 2023 Online Learning from Capricious Data Streams: A Generative Approach IJCAI 2019 Online Learning from Data Streams with Varying Feature Spaces AAAI 2019