【5月11日 更新分】機械学習に関する論文まとめ

5月11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

Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders
著者:Ankur Bapna, Gokhan Tur, Dilek Hakkani-Tur, Larry Heck
Building a Semantic Role Labelling System for Vietnamese
著者:Thai-Hoang Pham, Xuan-Khoai Pham, Phuong Le-Hong
Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders
著者:Ankur Bapna, Gokhan Tur, Dilek Hakkani-Tur, Larry Heck

マーケティング

Context Attentive Bandits: Contextual Bandit with Restricted Context
著者:Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi, Raphael Feraud
spBayesSurv: Fitting Bayesian Spatial Survival Models Using R
著者:Haiming Zhou, Timothy Hanson, Jiajia Zhang
A critical analysis of resampling strategies for the regularized particle filter
著者:Pierre Carmier, Olexiy Kyrgyzov, Paul-Henry Cournède
spBayesSurv: Fitting Bayesian Spatial Survival Models Using R
著者:Haiming Zhou, Timothy Hanson, Jiajia Zhang
A critical analysis of resampling strategies for the regularized particle filter
著者:Pierre Carmier, Olexiy Kyrgyzov, Paul-Henry Cournède
A critical analysis of resampling strategies for the regularized particle filter
著者:Pierre Carmier, Olexiy Kyrgyzov, Paul-Henry Cournède
Context Attentive Bandits: Contextual Bandit with Restricted Context
著者:Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi, Raphael Feraud
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix
著者:Bingfeng Luo, Yansong Feng, Zheng Wang, Zhanxing Zhu, Songfang Huang, Rui Yan, Dongyan Zhao
A Minimal Span-Based Neural Constituency Parser
著者:Mitchell Stern, Jacob Andreas, Dan Klein
K-Monotonicity is Not Testable on the Hypercube
著者:Elena Grigorescu, Akash Kumar, Karl Wimmer
Zig-zagging in a Triangulation
著者:Wouter Kuijper
Neural Style Transfer: A Review
著者:Yongcheng Jing, Yezhou Yang, Zunlei Feng, Jingwen Ye, Mingli Song
Predicting the Drivers Focus of Attention: the DR(eye)VE Project
著者:Andrea Palazzi, Davide Abati, Simone Calderara, Francesco Solera, Rita Cucchiara
Distributed Property Testing for Subgraph-Freeness Revisited
著者:Orr Fischer, Tzlil Gonen, Rotem Oshman
Zig-zagging in a Triangulation
著者:Wouter Kuijper

画像解析

Dynamic Compositional Neural Networks over Tree Structure
著者:Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks
著者:Hao Dong, Guang Yang, Fangde Liu, Yuanhan Mo, Yike Guo

音声解析

A nested expectation-maximization algorithm for latent class regression models
著者:Daniele Durante, Antonio Canale, Tommaso Rigon
From Least Squares to Signal Processing and Particle Filtering
著者:Nozer D. Singpurwalla, Nicholas G. Polson, Refik Soyer
A nested expectation-maximization algorithm for latent class regression models
著者:Daniele Durante, Antonio Canale, Tommaso Rigon
Faster algorithms for 1-mappability of a sequence
著者:Mai Alzamel, Panagiotis Charalampopoulos, Costas S. Iliopoulos, Solon P. Pissis, Jakub Radoszewski, Wing-Kin Sung

強化学習

Learning ReLUs via Gradient Descent
著者:Mahdi Soltanolkotabi
Context Attentive Bandits: Contextual Bandit with Restricted Context
著者:Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi, Raphael Feraud
A critical analysis of resampling strategies for the regularized particle filter
著者:Pierre Carmier, Olexiy Kyrgyzov, Paul-Henry Cournède
Quasi-Reliable Estimates of Effective Sample Size
著者:Youhan Fang, Yudong Cao, Robert D. Skeel
A critical analysis of resampling strategies for the regularized particle filter
著者:Pierre Carmier, Olexiy Kyrgyzov, Paul-Henry Cournède
Causal Inference with Two Versions of Treatment
著者:Raiden B. Hasegawa, Sameer K. Deshpande, Dylan S. Small, Paul R. Rosenbaum
A critical analysis of resampling strategies for the regularized particle filter
著者:Pierre Carmier, Olexiy Kyrgyzov, Paul-Henry Cournède
Memetic search for identifying critical nodes in sparse graphs
著者:Yangming Zhou, Jin-Kao Hao, Fred Glover
Context Attentive Bandits: Contextual Bandit with Restricted Context
著者:Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi, Raphael Feraud
On the role of words in the network structure of texts: application to authorship attribution
著者:Camilo Akimushkin, Diego R. Amancio, Osvaldo N. Oliveira Jr
K-Monotonicity is Not Testable on the Hypercube
著者:Elena Grigorescu, Akash Kumar, Karl Wimmer
On the linear independence of shifted powers
著者:Ignacio García-Marco, Pascal Koiran, Timothée Pecatte
Incremental Learning Through Deep Adaptation
著者:Amir Rosenfeld, John K. Tsotsos
Learning 3D Object Categories by Looking Around Them
著者:David Novotny, Diane Larlus, Andrea Vedaldi

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