【5月13日 更新分】機械学習に関する論文まとめ

5月13日に公開された論文


ニューラルネットワーク


自然言語処理

On the Complexity of Semantic Integration of OWL Ontologies
著者:Yevgeny Kazakov, Denis Ponomaryov

マーケティング

Recurrence Analysis of Vegetation Time Series and Phase Transitions in Mediterranean Rangelands
著者:Teodoro Semeraro, Norbert Marwan, Bruce K. Jones, Roberta Aretano, Maria Rita Pasimeni, Irene Petrosillo, Christian Mulder, Giovanni Zurlini
Multiple Target, Multiple Type Filtering in RFS Framework
著者:Nathanael L. Baisa, Andrew Wallace
Identifying the hidden multiplex architecture of complex systems
著者:Lucas Lacasa, Inés P. Mariño, Joaquín Miguez, Vincenzo Nicosia, Jesús Gómez-Gardeñes
Progression of Decomposed Local-Effect Action Theories
著者:Denis Ponomaryov, Mikhail Soutchanski
CLBlast: A Tuned OpenCL BLAS Library
著者:Cedric Nugteren
Asynchronous Announcements
著者:Hans van Ditmarsch

画像解析

Deep neural networks on graph signals for brain imaging analysis
著者:Yiluan Guo, Hossein Nejati, Ngai-Man Cheung
Extracting urban impervious surface from GF-1 imagery using one-class classifiers
著者:Yao Yao, Jialv He, Jinbao Zhang, Yatao Zhang

音声解析

Convolutional Sequence to Sequence Learning
著者:Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin
Monaural Audio Speaker Separation with Source Contrastive Estimation
著者:Cory Stephenson, Patrick Callier, Abhinav Ganesh, Karl Ni

強化学習

Inference on Breakdown Frontiers
著者:Matthew A. Masten, Alexandre Poirier
Bayesian Group Decisions: Algorithms and Complexity
著者:Ali Jadbabaie, Elchanan Mossel, M. Amin Rahimian
A Formal Characterization of the Local Search Topology of the Gap Heuristic
著者:Richard Anthony Valenzano, Danniel Sihui Yang
CLBlast: A Tuned OpenCL BLAS Library
著者:Cedric Nugteren
A First Empirical Study of Emphatic Temporal Difference Learning
著者:Sina Ghiassian, Banafsheh Rafiee, Richard S. Sutton
Bayesian Group Decisions: Algorithms and Complexity
著者:Ali Jadbabaie, Elchanan Mossel, M. Amin Rahimian
Topologically Robust 3D Shape Matching via Gradual Deflation and Inflation
著者:Asli Genctav, Yusuf Sahillioglu, Sibel Tari
Revisiting IM2GPS in the Deep Learning Era
著者:Nam Vo, Nathan Jacobs, James Hays
Deep Learning Microscopy
著者:Yair Rivenson, Zoltan Gorocs, Harun Gunaydin, Yibo Zhang, Hongda Wang, Aydogan Ozcan
Bayesian Group Decisions: Algorithms and Complexity
著者:Ali Jadbabaie, Elchanan Mossel, M. Amin Rahimian

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