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Authors and titles for November 2019

[1501] arXiv:1911.12426 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Conditional Hierarchical Bayesian Tucker Decomposition for Genetic Data Analysis Show Chinese title

Title: 基于条件分层贝叶斯Tucker分解的遗传数据分析

Adam Sandler, Diego Klabjan, Yuan Luo

Comments: 42 pages, 10 figures, 5 tables

Journal-ref: 2025 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, CA, USA, 2025, pp. 428-434

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

[1502] arXiv:1911.12436 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: AR-Net: A simple Auto-Regressive Neural Network for time-series Show Chinese title

Title: AR-Net：用于时间序列的简单自回归神经网络

Oskar Triebe, Nikolay Laptev, Ram Rajagopal

Comments: Building a bridge between traditional statistical time-series models and deep-learning models. Main Topics: Time-Series, Auto-Regression, Neural Networks, Sparsity, Long-Range Dependencies

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

[1503] arXiv:1911.12441 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Improving Model Robustness Using Causal Knowledge Show Chinese title

Title: 利用因果知识提高模型的鲁棒性

Trent Kyono, Mihaela van der Schaar

Comments: 14 pages, 12 figures

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

[1504] arXiv:1911.12443 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Calibrationless Parallel MRI using Model based Deep Learning (C-MODL) Show Chinese title

Title: 基于模型的深度学习的无校准平行磁共振成像（C-MODL）

Aniket Pramanik, Hemant Aggarwal, Mathews Jacob

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

[1505] arXiv:1911.12446 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning Show Chinese title

Title: 量子位HD：一种基于高清计算的机器学习随机加速方法

Samuel Bosch, Alexander Sanchez de la Cerda, Mohsen Imani, Tajana Simunic Rosing, Giovanni De Micheli

Comments: 8 pages, 5 figures, 3 tables

Subjects: Machine Learning (cs.LG) ; Neural and Evolutionary Computing (cs.NE) ; Machine Learning (stat.ML)

[1506] arXiv:1911.12463 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Information-Geometric Set Embeddings (IGSE): From Sets to Probability Distributions Show Chinese title

Title: 信息几何集嵌入（IGSE）：从集合到概率分布

Ke Sun, Frank Nielsen

Comments: To be presented at Sets & Partitions (NeurIPS 2019 workshop)

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

[1507] arXiv:1911.12466 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Analysis of Hydrological and Suspended Sediment Events from Mad River Watershed using Multivariate Time Series Clustering Show Chinese title

Title: 使用多变量时间序列聚类分析Mad河流域的水文和悬浮沉积物事件

Ali Javed, Scott D. Hamshaw, Donna M. Rizzo, Byung Suk Lee

Comments: Corrected typo in title

Journal-ref: Journal of Hydrology, 593:125802, 2021

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

[1508] arXiv:1911.12473 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Bayesian Optimization for Categorical and Category-Specific Continuous Inputs Show Chinese title

Title: 贝叶斯优化针对分类和类别特定连续输入

Dang Nguyen, Sunil Gupta, Santu Rana, Alistair Shilton, Svetha Venkatesh

Comments: To appear at AAAI 2020

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

[1509] arXiv:1911.12476 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Learning Multi-level Weight-centric Features for Few-shot Learning Show Chinese title

Title: 少样本学习中的多级权重中心特征学习

Mingjiang Liang, Shaoli Huang, Shirui Pan, Mingming Gong, Wei Liu

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

[1510] arXiv:1911.12478 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Metre as a stylometric feature in Latin hexameter poetry Show Chinese title

Title: 韵律特征中的米作为六步格诗歌的风格学特征

Benjamin Nagy

Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG) ; Applications (stat.AP)

[1511] arXiv:1911.12481 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Product Knowledge Graph Embedding for E-commerce Show Chinese title

Title: 电子商务的产品知识图谱嵌入

Da Xu, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar, Kannan Achan

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

[1512] arXiv:1911.12486 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Dual-Attention Graph Convolutional Network Show Chinese title

Title: 双注意力图卷积网络

Xueya Zhang, Tong Zhang, Wenting Zhao, Zhen Cui, Jian Yang

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

[1513] arXiv:1911.12505 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music Show Chinese title

Title: 单声道音频在复调音乐乐器分类中的增强方法

Agelos Kratimenos, Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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

[1514] arXiv:1911.12528 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Unbiased Evaluation of Deep Metric Learning Algorithms Show Chinese title

Title: 深度度量学习算法的无偏评估

Istvan Fehervari, Avinash Ravichandran, Srikar Appalaraju

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

[1515] arXiv:1911.12540 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: U-CNNpred: A Universal CNN-based Predictor for Stock Markets Show Chinese title

Title: U-CNNpred：一种用于股票市场的通用基于CNN的预测器

Ehsan Hoseinzade, Saman Haratizadeh, Arash Khoeini

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

[1516] arXiv:1911.12560 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Free-riders in Federated Learning: Attacks and Defenses Show Chinese title

Title: 联邦学习中的搭便车者：攻击与防御

Jierui Lin, Min Du, Jian Liu

Subjects: Machine Learning (cs.LG) ; Cryptography and Security (cs.CR) ; Machine Learning (stat.ML)

[1517] arXiv:1911.12568 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Optimal Estimation of Change in a Population of Parameters Show Chinese title

Title: 参数群体变化的最优估计

Ramya Korlakai Vinayak, Weihao Kong, Sham M. Kakade

Subjects: Machine Learning (cs.LG) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)

[1518] arXiv:1911.12574 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization Show Chinese title

Title: 基于深度模型的强化学习通过估计不确定性与保守策略优化

Qi Zhou, Houqiang Li, Jie Wang

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

[1519] arXiv:1911.12580 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Stable Learning via Sample Reweighting Show Chinese title

Title: 稳定学习通过样本重加权

Zheyan Shen, Peng Cui, Tong Zhang, Kun Kuang

Comments: Accepted as poster paper at AAAI2020

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

[1520] arXiv:1911.12587 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions Show Chinese title

Title: FairPrep：在公平增强干预研究中将数据提升为首要关注对象

Sebastian Schelter, Yuxuan He, Jatin Khilnani, Julia Stoyanovich

Subjects: Machine Learning (cs.LG) ; Computers and Society (cs.CY) ; Databases (cs.DB) ; Machine Learning (stat.ML)

[1521] arXiv:1911.12595 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Understand Dynamic Regret with Switching Cost for Online Decision Making Show Chinese title

Title: 理解在线决策中的动态遗憾与切换成本

Yawei Zhao, Qian Zhao, Xingxing Zhang, En Zhu, Xinwang Liu, Jianping Yin

Comments: Accepted by ACM Transactions on Intelligent Systems and Technology (TIST)

Subjects: Machine Learning (cs.LG) ; Computer Science and Game Theory (cs.GT) ; Machine Learning (stat.ML)

[1522] arXiv:1911.12603 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: A Generalization Theory based on Independent and Task-Identically Distributed Assumption Show Chinese title

Title: 基于独立同任务分布假设的广义理论

Guanhua Zheng, Jitao Sang, Houqiang Li, Jian Yu, Changsheng Xu

Comments: 14 pages, 8 figures

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

[1523] arXiv:1911.12607 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: The Weighted Tsetlin Machine: Compressed Representations with Weighted Clauses Show Chinese title

Title: 加权Tsetlin机器：带权重子句的压缩表示

Adrian Phoulady, Ole-Christoffer Granmo, Saeed Rahimi Gorji, Hady Ahmady Phoulady

Comments: Accepted at the Ninth International Workshop on Statistical Relational AI

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

[1524] arXiv:1911.12665 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: D-SPIDER-SFO: A Decentralized Optimization Algorithm with Faster Convergence Rate for Nonconvex Problems Show Chinese title

Title: 去中心化优化算法 D-SPIDER-SFO：求解非凸问题的更快收敛率算法

Taoxing Pan, Jun Liu, Jie Wang

Subjects: Machine Learning (cs.LG) ; Optimization and Control (math.OC) ; Machine Learning (stat.ML)

[1525] arXiv:1911.12675 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Continuous Dropout Show Chinese title

Title: 连续Dropout

Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, Dacheng Tao

Comments: Accepted by TNNLS

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

[1526] arXiv:1911.12682 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Patch Reordering: a Novel Way to Achieve Rotation and Translation Invariance in Convolutional Neural Networks Show Chinese title

Title: Patch重排序：卷积神经网络实现旋转和平移不变性的新方法

Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao

Comments: Accepted AAAI17

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

[1527] arXiv:1911.12689 (cross-list from cond-mat.dis-nn) [cn-pdf, pdf, other]

Title: Neural networks with redundant representation: detecting the undetectable Show Chinese title

Title: 具有冗余表示的神经网络：检测不可检测的

Elena Agliari, Francesco Alemanno, Adriano Barra, Martino Centonze, Alberto Fachechi

Journal-ref: Phys. Rev. Lett. 124, 028301 (2020)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn) ; Machine Learning (stat.ML)

[1528] arXiv:1911.12724 (cross-list from eess.SP) [cn-pdf, pdf, other]

Title: Detection of Derivative Discontinuities in Observational Data Show Chinese title

Title: 观测数据中导数间断的检测

Dimitar Ninevski, Paul O'Leary

Subjects: Signal Processing (eess.SP) ; Numerical Analysis (math.NA) ; Methodology (stat.ME)

[1529] arXiv:1911.12740 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Data-Driven Compression of Convolutional Neural Networks Show Chinese title

Title: 基于数据的卷积神经网络压缩

Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary

Comments: 17 pages, 10 tables, 1 figure

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

[1530] arXiv:1911.12760 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Using VAEs and Normalizing Flows for One-shot Text-To-Speech Synthesis of Expressive Speech Show Chinese title

Title: 使用变分自编码器和归一化流进行具有表现力语音的一次性文本到语音合成

Vatsal Aggarwal, Marius Cotescu, Nishant Prateek, Jaime Lorenzo-Trueba, Roberto Barra-Chicote

Comments: Accepted to ICASSP 2020

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

[1531] arXiv:1911.12774 (cross-list from q-bio.GN) [cn-pdf, pdf, other]

Title: Effective Sub-clonal Cancer Representation to Predict Tumor Evolution Show Chinese title

Title: 有效的亚克隆癌症表示以预测肿瘤演化

Adnan Akbar, Geoffroy Dubourg-Felonneau, Andrey Solovyev, John W Cassidy, Nirmesh Patel, Harry W Clifford

Comments: Learning Meaningful Representations of Life Workshop at NeurIPS 2019

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

[1532] arXiv:1911.12780 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers Show Chinese title

Title: 深度神经网络分类器中罕见子类的检测与缓解

Colin Paterson, Radu Calinescu, Chiara Picardi

Comments: 8 pages, 7 Figures, 2 Tables

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

[1533] arXiv:1911.12809 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation Show Chinese title

Title: 贪婪是好的：贝叶斯优化中的探索与 exploitation 权衡

George De Ath, Richard M. Everson, Alma A. M. Rahat, Jonathan E. Fieldsend

Comments: Published in ACM Transactions on Evolutionary Learning and Optimization (TELO). 22 pages (main paper) + 27 pages (supplementary material)

Subjects: Machine Learning (cs.LG) ; Neural and Evolutionary Computing (cs.NE) ; Machine Learning (stat.ML)

[1534] arXiv:1911.12827 (cross-list from math.PR) [cn-pdf, pdf, html, other]

Title: Clique and cycle frequencies in a sparse random graph model with overlapping communities Show Chinese title

Title: 稀疏随机图模型中 clique 和 cycle 的频率研究

Tommi Gröhn, Joona Karjalainen, Lasse Leskelä

Comments: 26 pages

Journal-ref: Stochastic Models 40(4): 634-658 (2024)

Subjects: Probability (math.PR) ; Social and Information Networks (cs.SI) ; Statistics Theory (math.ST)

[1535] arXiv:1911.12842 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Analysis of Lower Bounds for Simple Policy Iteration Show Chinese title

Title: 简单策略迭代的下界分析

Sarthak Consul, Bhishma Dedhia, Kumar Ashutosh, Parthasarathi Khirwadkar

Subjects: Machine Learning (cs.LG) ; Optimization and Control (math.OC) ; Machine Learning (stat.ML)

[1536] arXiv:1911.12848 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Sentiment Analysis On Indian Indigenous Languages: A Review On Multilingual Opinion Mining Show Chinese title

Title: 印度本土语言的情感分析：多语言意见挖掘综述

Sonali Rajesh Shah (1), Abhishek Kaushik (1) ((1) Dublin Business School)

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

[1537] arXiv:1911.12864 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Self-attention with Functional Time Representation Learning Show Chinese title

Title: 基于函数时间表示学习的自注意力机制

Da Xu, Chuanwei Ruan, Sushant Kumar, Evren Korpeoglu, Kannan Achan

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

[1538] arXiv:1911.12868 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Machine Learning for a Low-cost Air Pollution Network Show Chinese title

Title: 低成本空气污染网络的机器学习

Michael T. Smith, Joel Ssematimba, Mauricio A. Alvarez, Engineer Bainomugisha

Comments: Presented at NeurIPS 2019 Workshop on Machine Learning for the Developing World

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

[1539] arXiv:1911.12890 (cross-list from astro-ph.CO) [cn-pdf, pdf, other]

Title: Noise reduction for weak lensing mass mapping: An application of generative adversarial networks to Subaru Hyper Suprime-Cam first-year data Show Chinese title

Title: 弱引力透镜质量映射中的噪声削减：生成对抗网络在 Subaru Hyper Suprime-Cam 第一年数据中的应用

Masato Shirasaki, Kana Moriwaki, Taira Oogi, Naoki Yoshida, Shiro Ikeda, Takahiro Nishimichi

Comments: 16 pages, 17 figures, 1 table. Accepted for publication in MNRAS

Journal-ref: Monthly Notices of the Royal Astronomical Society, Volume 504, Issue 2, pp.1825-1839, 2021

Subjects: Cosmology and Nongalactic Astrophysics (astro-ph.CO) ; Instrumentation and Methods for Astrophysics (astro-ph.IM) ; Data Analysis, Statistics and Probability (physics.data-an) ; Machine Learning (stat.ML)

[1540] arXiv:1911.12896 (cross-list from cs.DC) [cn-pdf, pdf, other]

Title: Adaptive Communication Bounds for Distributed Online Learning Show Chinese title

Title: 分布式在线学习的自适应通信界限

Michael Kamp, Mario Boley, Michael Mock, Daniel Keren, Assaf Schuster, Izchak Sharfman

Journal-ref: Proceedings of the 7th NIPS Workshop on Optimization for Machine Learning, 2014

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

[1541] arXiv:1911.12899 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Communication-Efficient Distributed Online Learning with Kernels Show Chinese title

Title: 基于核函数的分布式在线学习的高效通信

Michael Kamp, Sebastian Bothe, Mario Boley, Michael Mock

Journal-ref: Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2016

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

[1542] arXiv:1911.12919 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Spatiotemporal deep learning model for citywide air pollution interpolation and prediction Show Chinese title

Title: 城市范围空气质量插值与预测的时空深度学习模型

Van-Duc Le, Tien-Cuong Bui, Sang Kyun Cha

Comments: Accepted at BigComp2020

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

[1543] arXiv:1911.12922 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Tropical Polynomial Division and Neural Networks Show Chinese title

Title: 热带多项式除法与神经网络

Georgios Smyrnis, Petros Maragos

Subjects: Machine Learning (cs.LG) ; Rings and Algebras (math.RA) ; Machine Learning (stat.ML)

[1544] arXiv:1911.12927 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Richer priors for infinitely wide multi-layer perceptrons Show Chinese title

Title: 无穷宽多层感知器的 richer 先验

Russell Tsuchida, Fred Roosta, Marcus Gallagher

Comments: Pre-print

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

[1545] arXiv:1911.12965 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Sparse and Low-Rank High-Order Tensor Regression via Parallel Proximal Method Show Chinese title

Title: 稀疏和低秩高阶张量回归的并行近似方法

Jiaqi Zhang, Yinghao Cai, Zhaoyang Wang, Beilun Wang

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

[1546] arXiv:1911.12976 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Learning and Planning for Time-Varying MDPs Using Maximum Likelihood Estimation Show Chinese title

Title: 时变MDP的最大似然估计学习与规划

Melkior Ornik, Ufuk Topcu

Comments: To be published in Journal of Machine Learning Research

Subjects: Machine Learning (cs.LG) ; Systems and Control (eess.SY) ; Optimization and Control (math.OC) ; Machine Learning (stat.ML)

[1547] arXiv:1911.13019 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Towards Oracle Knowledge Distillation with Neural Architecture Search Show Chinese title

Title: 面向神经架构搜索的预言知识蒸馏

Minsoo Kang, Jonghwan Mun, Bohyung Han

Comments: accepted by AAAI-20

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

[1548] arXiv:1911.13036 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Deep Networks with Adaptive Nyström Approximation Show Chinese title

Title: 深度网络与自适应 Nyström 近似

Luc Giffon (QARMA, LIS), Stéphane Ayache (QARMA, LIS), Thierry Artières (QARMA, ECM, LIS), Hachem Kadri (QARMA, LIS)

Journal-ref: IJCNN 2019 - International Joint Conference on Neural Networks, Jul 2019, Budapest, Hungary

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

[1549] arXiv:1911.13042 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: On model selection for scalable time series forecasting in transport networks Show Chinese title

Title: 关于运输网络中可扩展时间序列预测的模型选择

Julien Monteil, Anton Dekusar, Claudio Gambella, Yassine Lassoued, Martin Mevissen

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

[1550] arXiv:1911.13044 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Learning Structured Representations of Spatial and Interactive Dynamics for Trajectory Prediction in Crowded Scenes Show Chinese title

Title: 拥挤场景中轨迹预测的结构化空间和交互动力学表示学习

Todor Davchev, Michael Burke, Subramanian Ramamoorthy

Journal-ref: IEEE Robotics and Automation Letters 2021

Subjects: Machine Learning (cs.LG) ; Computer Vision and Pattern Recognition (cs.CV) ; Multiagent Systems (cs.MA) ; Robotics (cs.RO) ; Machine Learning (stat.ML)