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Authors and titles for recent submissions

[ total of 77 entries: 1-25 | 26-50 | 51-75 | 76-77 ]
[ showing 25 entries per page: fewer | more | all ]

Fri, 19 Jan 2018

[1]  arXiv:1801.06136 [pdf, other]
Title: Latitude: A Model for Mixed Linear-Tropical Matrix Factorization
Comments: 14 pages, 6 figures. To appear in 2018 SIAM International Conference on Data Mining (SDM '18). For the source code, see this https URL
Subjects: Learning (cs.LG)
[2]  arXiv:1801.06126 [pdf, other]
Title: An Iterative Closest Point Method for Unsupervised Word Translation
Subjects: Learning (cs.LG)
[3]  arXiv:1801.05931 [pdf, ps, other]
Title: Faster Algorithms for Large-scale Machine Learning using Simple Sampling Techniques
Comments: 80 figures
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[4]  arXiv:1801.05927 [pdf, other]
Title: An Overview of Machine Teaching
Comments: A tutorial document grown out of NIPS 2017 Workshop on Teaching Machines, Robots, and Humans
Subjects: Learning (cs.LG)
[5]  arXiv:1801.06176 (cross-list from cs.CL) [pdf, other]
Title: Integrating planning for task-completion dialogue policy learning
Comments: 11 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[6]  arXiv:1801.06159 (cross-list from stat.ML) [pdf, other]
Title: When Does Stochastic Gradient Algorithm Work Well?
Subjects: Machine Learning (stat.ML); Learning (cs.LG); Optimization and Control (math.OC)
[7]  arXiv:1801.06146 (cross-list from cs.CL) [pdf, ps, other]
Title: Fine-tuned Language Models for Text Classification
Subjects: Computation and Language (cs.CL); Learning (cs.LG); Machine Learning (stat.ML)
[8]  arXiv:1801.06077 (cross-list from q-fin.CP) [pdf, other]
Title: The QLBS Q-Learner Goes NuQLear: Fitted Q Iteration, Inverse RL, and Option Portfolios
Authors: Igor Halperin
Comments: 18 pages, 5 figures
Subjects: Computational Finance (q-fin.CP); Learning (cs.LG)
[9]  arXiv:1801.06048 (cross-list from cs.CY) [pdf, other]
Title: Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions
Comments: 12 pages, 10 figures, 1 table; presented at XXIX IUPAP Conference in Computational Physics (CCP2017) July 9-13, 2017, Paris, University Pierre et Marie Curie - Sorbonne (this https URL)
Subjects: Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Learning (cs.LG)
[10]  arXiv:1801.06027 (cross-list from cs.DB) [pdf, other]
Title: In-RDBMS Hardware Acceleration of Advanced Analytics
Subjects: Databases (cs.DB); Hardware Architecture (cs.AR); Learning (cs.LG)
[11]  arXiv:1801.06024 (cross-list from cs.CL) [pdf, other]
Title: Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations
Comments: The 31st Annual Conference on Neural Information Processing (NIPS) - Workshop on Learning Disentangled Features: from Perception to Control, Long Beach, CA, December 2017
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Learning (cs.LG); Machine Learning (stat.ML)
[12]  arXiv:1801.05894 (cross-list from math.HO) [pdf, other]
Title: Deep Learning: An Introduction for Applied Mathematicians
Subjects: History and Overview (math.HO); Learning (cs.LG); Numerical Analysis (math.NA); Machine Learning (stat.ML)
[13]  arXiv:1801.05856 (cross-list from cs.SI) [pdf, other]
Title: Active Community Detection: A Maximum Likelihood Approach
Subjects: Social and Information Networks (cs.SI); Learning (cs.LG); Machine Learning (stat.ML)
[14]  arXiv:1801.05852 (cross-list from cs.SI) [pdf, other]
Title: Network Representation Learning: A Survey
Subjects: Social and Information Networks (cs.SI); Learning (cs.LG); Machine Learning (stat.ML)

Thu, 18 Jan 2018 (showing first 11 of 14 entries)

[15]  arXiv:1801.05627 [pdf, ps, other]
Title: On the Reduction of Biases in Big Data Sets for the Detection of Irregular Power Usage
Subjects: Learning (cs.LG)
[16]  arXiv:1801.05609 [pdf, other]
Title: Unseen Class Discovery in Open-world Classification
Authors: Lei Shu, Hu Xu, Bing Liu
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI)
[17]  arXiv:1801.05535 [pdf, other]
Title: ALE: Additive Latent Effect Models for Grade Prediction
Comments: 9 pages, 3 figures
Subjects: Learning (cs.LG)
[18]  arXiv:1801.05463 [pdf]
Title: Deep learning for topology optimization design
Comments: 21 page, 12 figures, The paper is under review to be published in the Structural and Multidisciplinary Optimization journal, Springer
Subjects: Learning (cs.LG); Computational Physics (physics.comp-ph)
[19]  arXiv:1801.05457 [pdf, ps, other]
Title: Solutions to problems with deep learning
Authors: J Gerard Wolff
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI)
[20]  arXiv:1801.05420 [pdf, other]
Title: A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity
Subjects: Learning (cs.LG); Computation and Language (cs.CL)
[21]  arXiv:1801.05757 (cross-list from cs.NI) [pdf, ps, other]
Title: Experience-driven Networking: A Deep Reinforcement Learning based Approach
Comments: 9 pages, 12 figures, paper is accepted as a conference paper at IEEE Infocom 2018
Subjects: Networking and Internet Architecture (cs.NI); Artificial Intelligence (cs.AI); Learning (cs.LG)
[22]  arXiv:1801.05731 (cross-list from cs.DC) [pdf, other]
Title: In-network Neural Networks
Comments: Accepted at SysML 2018
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Hardware Architecture (cs.AR); Learning (cs.LG)
[23]  arXiv:1801.05574 (cross-list from cs.CV) [pdf, other]
Title: Brenier approach for optimal transportation between a quasi-discrete measure and a discrete measure
Subjects: Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG); Machine Learning (stat.ML)
[24]  arXiv:1801.05566 (cross-list from cs.AI) [pdf, other]
Title: An Empirical Analysis of Proximal Policy Optimization with Kronecker-factored Natural Gradients
Subjects: Artificial Intelligence (cs.AI); Learning (cs.LG); Machine Learning (stat.ML)
[25]  arXiv:1801.05558 (cross-list from stat.ML) [pdf, other]
Title: Meta-Learning with Adaptive Layerwise Metric and Subspace
Comments: 18 pages
Subjects: Machine Learning (stat.ML); Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG)
[ total of 77 entries: 1-25 | 26-50 | 51-75 | 76-77 ]
[ showing 25 entries per page: fewer | more | all ]

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