Sergei Popov

3 papers · 2020–2020 · 2 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 · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

ICLR (2) EMNLP (1)

Top co-authors

Artem Babenko (2) Max Ryabinin (1) Liudmila Prokhorenkova (1) Vsevolod Plokhotnyuk (1) Anton Sinitsin (1) Stanislav Morozov (1) Elena Voita (1) Dmitry Pyrkin (1)

Research topics

Machine Learning (3) Deep Learning (2) Core Methods (2) Artificial Intelligence (1) Knowledge & Reasoning (1) Natural Language Processing (1) Architectures (1) Core AI (1) Learning Types (1) Optimization & Theory (1) Representation (1) Resources & Methods (1) Techniques (1)

Keywords

representation learning (2) image classification (1) graph learning (1) machine translation (1) graph representation (1) model editing (1) hierarchical structure (1) knowledge graph (1) deep neural network (1) tabular data (1) oblivious decision tree (1) word embedding (1) gradient boosting decision tree (1) word representation (1) graph neural network (1) neural network (1) graph word representation (1) non-vector space (1) unsupervised learning (1) differentiable weighted graph (1)

Papers

Editable Neural Networks ICLR 2020 Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020 Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data ICLR 2020