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Authors and titles for November 2019

[1551] arXiv:1911.13060 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Orthogonal Wasserstein GANs Show Chinese title

Title: 正交Wasserstein GANs

Jan Müller, Reinhard Klein, Michael Weinmann

Comments: Correction of the formatting of the appendix

Subjects: Machine Learning (cs.LG) ; Image and Video Processing (eess.IV) ; Machine Learning (stat.ML)

[1552] arXiv:1911.13061 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Detecting anthropogenic cloud perturbations with deep learning Show Chinese title

Title: 用深度学习检测人为的云扰动

Duncan Watson-Parris, Samuel Sutherland, Matthew Christensen, Anthony Caterini, Dino Sejdinovic, Philip Stier

Comments: Awarded Best Paper and Spotlight Oral at Climate Change: How Can AI Help? (Workshop) at International Conference on Machine Learning (ICML), Long Beach, California, 2019

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[1553] arXiv:1911.13068 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Sparsely Grouped Input Variables for Neural Networks Show Chinese title

Title: 神经网络的稀疏分组输入变量

Beibin Li, Nicholas Nuechterlein, Erin Barney, Caitlin Hudac, Pamela Ventola, Linda Shapiro, Frederick Shic

Subjects: Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[1554] arXiv:1911.13096 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Method and Dataset Mining in Scientific Papers Show Chinese title

Title: 方法和数据集挖掘在科学论文中

Rujing Yao, Linlin Hou, Yingchun Ye, Ou Wu, Ji Zhang, Jian Wu

Subjects: Machine Learning (cs.LG) ; Computation and Language (cs.CL) ; Information Retrieval (cs.IR) ; Machine Learning (stat.ML)

[1555] arXiv:1911.13143 (cross-list from math.PR) [cn-pdf, pdf, other]

Title: Maximum likelihood estimation for discrete exponential families and random graphs Show Chinese title

Title: 离散指数族和随机图的最大似然估计

Krzysztof Bogdan, Michał Bosy, Tomasz Skalski

Comments: 21 pages, minor editorial changes, added connections to the criterion of Barndorff-Nielsen and linear programming

Subjects: Probability (math.PR) ; Combinatorics (math.CO) ; Statistics Theory (math.ST)

[1556] arXiv:1911.13152 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Induction of Subgoal Automata for Reinforcement Learning Show Chinese title

Title: 强化学习的子目标自动机诱导

Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson

Comments: Preprint accepted for publication to the 34th AAAI Conference on Artificial Intelligence (AAAI-20)

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Logic in Computer Science (cs.LO) ; Machine Learning (stat.ML)

[1557] arXiv:1911.13159 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: VIABLE: Fast Adaptation via Backpropagating Learned Loss Show Chinese title

Title: VIABLE：通过反向传播学习损失的快速适应

Leo Feng, Luisa Zintgraf, Bei Peng, Shimon Whiteson

Comments: Published at the 3rd Workshop on Meta-Learning at NeurIPS 2019

Subjects: Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[1558] arXiv:1911.13162 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Deep autofocus with cone-beam CT consistency constraint Show Chinese title

Title: 基于锥束CT一致性约束的深度自动对焦

Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas Maier

Comments: Accepted at BVM 2020, review score under Top-6 of the conference

Subjects: Machine Learning (cs.LG) ; Computer Vision and Pattern Recognition (cs.CV) ; Image and Video Processing (eess.IV) ; Machine Learning (stat.ML)

[1559] arXiv:1911.13173 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Mean Shift Rejection: Training Deep Neural Networks Without Minibatch Statistics or Normalization Show Chinese title

Title: 均值漂移拒绝：无需小批量统计或归一化的深度神经网络训练

Brendan Ruff, Taylor Beck, Joscha Bach

Comments: under review at ECAI2020

Subjects: Machine Learning (cs.LG) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (stat.ML)

[1560] arXiv:1911.13175 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: CURL: Neural Curve Layers for Global Image Enhancement Show Chinese title

Title: CURL：用于全局图像增强的神经曲线层

Sean Moran, Steven McDonagh, Gregory Slabaugh

Comments: Accepted to ICPR 2020

Subjects: Image and Video Processing (eess.IV) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (stat.ML)

[1561] arXiv:1911.13178 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Short Term Prediction of Parking Area states Using Real Time Data and Machine Learning Techniques Show Chinese title

Title: 基于实时数据和机器学习技术的停车区域状态短期预测

Jesper Provoost, Luc Wismans, Sander Van der Drift, Andreas Kamilaris, Maurice Van Keulen

Comments: Proc. of Transportation Research Board 2020 Annual Meeting, Washington D.C., USA, January 2020

Subjects: Machine Learning (cs.LG) ; Signal Processing (eess.SP) ; Machine Learning (stat.ML)

[1562] arXiv:1911.13213 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: DeStress: Deep Learning for Unsupervised Identification of Mental Stress in Firefighters from Heart-rate Variability (HRV) Data Show Chinese title

Title: DeStress：从心率变异性（HRV）数据中使用深度学习对消防员心理压力进行无监督识别

Ali Oskooei, Sophie Mai Chau, Jonas Weiss, Arvind Sridhar, María Rodríguez Martínez, Bruno Michel

Subjects: Machine Learning (cs.LG) ; Signal Processing (eess.SP) ; Machine Learning (stat.ML)

[1563] arXiv:1911.13220 (cross-list from q-bio.GN) [cn-pdf, pdf, other]

Title: Class-Conditional VAE-GAN for Local-Ancestry Simulation Show Chinese title

Title: 基于类别条件的VAE-GAN局部祖先模拟

Daniel Mas Montserrat, Carlos Bustamante, Alexander Ioannidis

Subjects: Genomics (q-bio.GN) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[1564] arXiv:1911.13237 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Domain-Aware Dynamic Networks Show Chinese title

Title: 领域感知动态网络

Tianyuan Zhang, Bichen Wu, Xin Wang, Joseph Gonzalez, Kurt Keutzer

Subjects: Machine Learning (cs.LG) ; Computer Vision and Pattern Recognition (cs.CV) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Machine Learning (stat.ML)

[1565] arXiv:1911.13238 (cross-list from cs.IT) [cn-pdf, pdf, other]

Title: Machine Learning-based Signal Detection for PMH Signals in Load-modulated MIMO System Show Chinese title

Title: 基于机器学习的负载调制MIMO系统中PMH信号检测

Jinle Zhu, Qiang Li, Li Hu, Hongyang Chen, Nirwan Ansari

Comments: with example

Subjects: Information Theory (cs.IT) ; Machine Learning (cs.LG) ; Signal Processing (eess.SP) ; Machine Learning (stat.ML)

[1566] arXiv:1911.13252 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks Show Chinese title

Title: 一种优化且节能的非迭代训练循环神经网络并行实现

Julia El Zini, Yara Rizk, Mariette Awad

Subjects: Machine Learning (cs.LG) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Machine Learning (stat.ML)

[1567] arXiv:1911.13254 (cross-list from cs.SD) [cn-pdf, pdf, other]

Title: Music Source Separation in the Waveform Domain Show Chinese title

Title: 波形域中的音乐源分离

Alexandre Défossez (FAIR, SIERRA, PSL), Nicolas Usunier (FAIR), Léon Bottou (FAIR), Francis Bach (DI-ENS, PSL, SIERRA)

Subjects: Sound (cs.SD) ; Machine Learning (cs.LG) ; Audio and Speech Processing (eess.AS) ; Machine Learning (stat.ML)

[1568] arXiv:1911.13259 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Flatsomatic: A Method for Compression of Somatic Mutation Profiles in Cancer Show Chinese title

Title: Flatsomatic：一种用于癌症体细胞突变图谱压缩的方法

Geoffroy Dubourg-Felonneau, Yasmeen Kussad, Dominic Kirkham, John W Cassidy, Nirmesh Patel, Harry W Clifford

Comments: Learning Meaningful Representations of Life Workshop at NeurIPS 2019. arXiv admin note: substantial text overlap with arXiv:1911.09008

Subjects: Image and Video Processing (eess.IV) ; Machine Learning (cs.LG) ; Genomics (q-bio.GN) ; Machine Learning (stat.ML)

[1569] arXiv:1911.13268 (cross-list from cs.DS) [cn-pdf, pdf, other]

Title: Adversarially Robust Low Dimensional Representations Show Chinese title

Title: 对抗鲁棒的低维表示

Pranjal Awasthi, Vaggos Chatziafratis, Xue Chen, Aravindan Vijayaraghavan

Comments: 68 pages including references

Subjects: Data Structures and Algorithms (cs.DS) ; Machine Learning (cs.LG) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)

[1570] arXiv:1911.13270 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Transflow Learning: Repurposing Flow Models Without Retraining Show Chinese title

Title: Transflow学习：无需重新训练的流模型再利用

Andrew Gambardella, Atılım Güneş Baydin, Philip H. S. Torr

Subjects: Machine Learning (cs.LG) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (stat.ML)

[1571] arXiv:1911.13277 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: Hierarchical Low-rank Structure of Parameterized Distributions Show Chinese title

Title: 参数化分布的分层低秩结构

Jun Qin, Lexing Ying

Subjects: Numerical Analysis (math.NA) ; Statistics Theory (math.ST)

[1572] arXiv:1911.13288 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 Show Chinese title

Title: 深度学习在金融时间序列预测中的应用：2005-2019年系统文献综述

Omer Berat Sezer, Mehmet Ugur Gudelek, Ahmet Murat Ozbayoglu

Comments: 13 figures, 13 tables, submitted to Applied Soft Computing

Subjects: Machine Learning (cs.LG) ; Computational Finance (q-fin.CP) ; Machine Learning (stat.ML)

[1573] arXiv:1911.13300 (cross-list from q-fin.ST) [cn-pdf, pdf, other]

Title: Refinements of Barndorff-Nielsen and Shephard model: an analysis of crude oil price with machine learning Show Chinese title

Title: 巴尔德诺夫-尼尔森和谢泼德模型的改进：基于机器学习的原油价格分析

Indranil SenGupta, William Nganje, Erik Hanson

Journal-ref: Annals of Data Science, 2021

Subjects: Statistical Finance (q-fin.ST) ; Mathematical Finance (q-fin.MF) ; Machine Learning (stat.ML)