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Machine Learning

Authors and titles for recent submissions

[ total of 240 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 226-240 ]
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Thu, 21 May 2020 (showing first 25 of 46 entries)

[1]  arXiv:2005.10099 [pdf, other]
Title: Nonparametric Score Estimators
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[2]  arXiv:2005.10087 [pdf, ps, other]
Title: Riemannian geometry for Compound Gaussian distributions: application to recursive change detection
Comments: 13 pages
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[3]  arXiv:2005.10040 [pdf, other]
Title: Informative Path Planning for Anomaly Detection in Environment Exploration and Monitoring
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Robotics (cs.RO)
[4]  arXiv:2005.09958 [pdf, other]
Title: Learning Undirected Graphs in Financial Markets
Comments: 5 pages, 13 figures, submitted to Asilomar Conference on Signals, Systems, and Computers, 2020
Subjects: Machine Learning (stat.ML); Computational Finance (q-fin.CP); Statistical Finance (q-fin.ST)
[5]  arXiv:2005.09923 [pdf, other]
Title: Tessellated Wasserstein Auto-Encoders
Authors: Kuo Gai, Shihua Zhang
Comments: 15 pages, 8 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC)
[6]  arXiv:2005.09903 [pdf, other]
Title: ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy
Comments: in ICLR 2020 Workshop on Neural Architecture Search (NAS 2020)
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[7]  arXiv:2005.09876 [pdf, other]
Title: The Inverse G-Wishart Distribution and Variational Message Passing
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[8]  arXiv:2005.10242 (cross-list from cs.LG) [pdf, other]
Title: Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[9]  arXiv:2005.10224 (cross-list from math.NA) [pdf, other]
Title: The Random Feature Model for Input-Output Maps between Banach Spaces
Comments: 29 pages, 9 figures
Subjects: Numerical Analysis (math.NA); Machine Learning (cs.LG); Computational Physics (physics.comp-ph); Machine Learning (stat.ML)
[10]  arXiv:2005.10211 (cross-list from cs.LG) [pdf, other]
Title: Anomaly Detection in Video Games
Comments: 4 pages, 3 figures, submitted to IEEE CONFERENCE ON GAMES (COG), Dataset this https URL , Code and pre-trained models this https URL
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[11]  arXiv:2005.10203 (cross-list from cs.LG) [pdf, other]
Title: Graph Structure Learning for Robust Graph Neural Networks
Comments: Accepted by KDD 2020
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Social and Information Networks (cs.SI); Machine Learning (stat.ML)
[12]  arXiv:2005.10190 (cross-list from cs.LG) [pdf, other]
Title: Feature Purification: How Adversarial Training Performs Robust Deep Learning
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Machine Learning (stat.ML)
[13]  arXiv:2005.10175 (cross-list from cs.LG) [pdf, other]
Title: Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise
Comments: UAI 2020
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[14]  arXiv:2005.10114 (cross-list from cs.LG) [pdf, other]
Title: Network On Network for Tabular Data Classification in Real-world Applications
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[15]  arXiv:2005.10111 (cross-list from cs.LG) [pdf, other]
Title: The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[16]  arXiv:2005.10092 (cross-list from stat.AP) [pdf, other]
Title: Additive stacking for disaggregate electricity demand forecasting
Subjects: Applications (stat.AP); Methodology (stat.ME); Machine Learning (stat.ML)
[17]  arXiv:2005.10085 (cross-list from cs.LG) [pdf, other]
Title: DisCoveR: Accurate & Efficient Discovery of Declarative Process Models
Comments: Author's original version
Subjects: Machine Learning (cs.LG); Formal Languages and Automata Theory (cs.FL); Software Engineering (cs.SE); Machine Learning (stat.ML)
[18]  arXiv:2005.10052 (cross-list from eess.IV) [pdf, other]
Title: Lung Segmentation from Chest X-rays using Variational Data Imputation
Comments: Source code, training data and the trained models are available here: this https URL
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Machine Learning (stat.ML)
[19]  arXiv:2005.10050 (cross-list from cs.LG) [pdf, other]
Title: Risk of Training Diagnostic Algorithms on Data with Demographic Bias
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[20]  arXiv:2005.10049 (cross-list from eess.AS) [pdf, ps, other]
Title: Early Stage LM Integration Using Local and Global Log-Linear Combination
Comments: Submitted to Interspeech 2020
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD); Machine Learning (stat.ML)
[21]  arXiv:2005.10039 (cross-list from cs.LG) [pdf, other]
Title: The Effects of Randomness on the Stability of Node Embeddings
Subjects: Machine Learning (cs.LG); Social and Information Networks (cs.SI); Machine Learning (stat.ML)
[22]  arXiv:2005.10036 (cross-list from cs.LG) [pdf, other]
Title: Uncertainty Quantification Using Neural Networks for Molecular Property Prediction
Subjects: Machine Learning (cs.LG); Quantitative Methods (q-bio.QM); Machine Learning (stat.ML)
[23]  arXiv:2005.10026 (cross-list from cs.LG) [pdf, ps, other]
Title: Reinforcement Learning for Variable Selection in a Branch and Bound Algorithm
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[24]  arXiv:2005.10018 (cross-list from math.ST) [pdf, ps, other]
Title: Revisiting Concentration of Missing Mass
Authors: Maciej Skorski
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Probability (math.PR); Machine Learning (stat.ML)
[25]  arXiv:2005.10008 (cross-list from cs.LG) [pdf, other]
Title: Batch Decorrelation for Active Metric Learning
Comments: Accepted to IJCAI-PRICAI 2020
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[ total of 240 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 226-240 ]
[ showing 25 entries per page: fewer | more | all ]
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