Satoshi Matsuoka

3 papers · 2016–2019 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

COLING (1) CVPR (1) NAACL (1)

Top co-authors

Aleksandr Drozd (2) Anna Gladkova (2) Kazuki Osawa (1) Yuichiro Ueno (1) Yohei Tsuji (1) Akira Naruse (1) Rio Yokota (1)

Research topics

Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Architectures (1) Core Methods (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

representation learning (1) distributed learning (1) deep learning (1) neural network optimization (1) distributed training (1) second-order optimization (1) semantic similarity (1) convolutional neural network (1) word embedding (1) cosine similarity (1) analogy retrieval (1) kronecker factorization (1) kronecker-factored approximate curvature (1)

Papers

Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks CVPR 2019 Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn’t. NAACL 2016 Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen COLING 2016