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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Fri, 27 Mar 2020 (showing first 25 of 52 entries)

[1]  arXiv:2003.12052 [pdf, other]
Title: Corella: A Private Multi Server Learning Approach based on Correlated Queries
Comments: 10 pages, 5 figures, 3 tables
Subjects: Machine Learning (stat.ML); Cryptography and Security (cs.CR); Information Theory (cs.IT); Machine Learning (cs.LG)
[2]  arXiv:2003.12043 [pdf, other]
Title: From unbiased MDI Feature Importance to Explainable AI for Trees
Authors: Markus Loecher
Comments: arXiv admin note: text overlap with arXiv:2003.02106
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO)
[3]  arXiv:2003.11939 [pdf, ps, other]
Title: Advances in Bayesian Probabilistic Modeling for Industrial Applications
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[4]  arXiv:2003.11593 [pdf, other]
Title: Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
Subjects: Machine Learning (stat.ML); Computation and Language (cs.CL); Machine Learning (cs.LG)
[5]  arXiv:2003.12060 (cross-list from cs.CV) [pdf, other]
Title: Negative Margin Matters: Understanding Margin in Few-shot Classification
Comments: Code is available at
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Machine Learning (stat.ML)
[6]  arXiv:2003.12025 (cross-list from cs.CV) [pdf, other]
Title: Convolutional Neural Networks for Image-based Corn Kernel Detection and Counting
Comments: 8 pages, 10 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Machine Learning (stat.ML)
[7]  arXiv:2003.12020 (cross-list from cs.LG) [pdf, ps, other]
Title: Obliviousness Makes Poisoning Adversaries Weaker
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Machine Learning (stat.ML)
[8]  arXiv:2003.12012 (cross-list from eess.SP) [pdf, other]
Title: TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications
Comments: A version of this preprint will appear in ACM SIGMOD 2020
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Applications (stat.AP); Machine Learning (stat.ML)
[9]  arXiv:2003.12011 (cross-list from eess.SP) [pdf]
Title: Adaptive machine learning strategies for network calibration of IoT smart air quality monitoring devices
Comments: Submitted to Pattern Recognition Letters
Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Machine Learning (stat.ML)
[10]  arXiv:2003.12009 (cross-list from eess.SP) [pdf, other]
Title: Multi-Lead ECG Classification via an Information-Based Attention Convolutional Neural Network
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT); Machine Learning (cs.LG); Machine Learning (stat.ML)
[11]  arXiv:2003.11991 (cross-list from stat.ME) [pdf, ps, other]
Title: Estimating Treatment Effects with Observed Confounders and Mediators
Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Econometrics (econ.EM); Machine Learning (stat.ML)
[12]  arXiv:2003.11964 (cross-list from eess.SP) [pdf, ps, other]
Title: Rigorous State Evolution Analysis for Approximate Message Passing with Side Information
Comments: arXiv admin note: text overlap with arXiv:1902.00150
Subjects: Signal Processing (eess.SP); Machine Learning (stat.ML)
[13]  arXiv:2003.11958 (cross-list from cs.LG) [pdf, other]
Title: StrokeCoder: Path-Based Image Generation from Single Examples using Transformers
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[14]  arXiv:2003.11948 (cross-list from cs.LG) [pdf, ps, other]
Title: Bag of biterms modeling for short texts
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[15]  arXiv:2003.11945 (cross-list from quant-ph) [pdf, ps, other]
Title: Quantum Semantic Learning by Reverse Annealing an Adiabatic Quantum Computer
Subjects: Quantum Physics (quant-ph); Machine Learning (cs.LG); Machine Learning (stat.ML)
[16]  arXiv:2003.11941 (cross-list from cs.LG) [pdf, other]
Title: Beyond the Ground-Truth: An Evaluator-Generator Framework for Group-wise Learning-to-Rank in E-Commerce
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[17]  arXiv:2003.11940 (cross-list from cs.LG) [pdf, other]
Title: A general framework for causal classification
Comments: arXiv admin note: text overlap with arXiv:1604.07212 by other authors
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[18]  arXiv:2003.11931 (cross-list from cs.LG) [pdf, other]
Title: Triad State Space Construction for Chaotic Signal Classification with Deep Learning
Subjects: Machine Learning (cs.LG); Chaotic Dynamics (nlin.CD); Data Analysis, Statistics and Probability (physics.data-an); Machine Learning (stat.ML)
[19]  arXiv:2003.11927 (cross-list from physics.ao-ph) [pdf, other]
Title: Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere
Comments: Manuscript submitted to Journal of Advances in Modeling Earth Systems
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Machine Learning (cs.LG); Machine Learning (stat.ML)
[20]  arXiv:2003.11923 (cross-list from physics.ao-ph) [pdf]
Title: Time series and machine learning to forecast the water quality from satellite data
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Machine Learning (cs.LG); Machine Learning (stat.ML)
[21]  arXiv:2003.11919 (cross-list from cs.LG) [pdf, other]
Title: Using Counterfactual Reasoning and Reinforcement Learning for Decision-Making in Autonomous Driving
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO); Machine Learning (stat.ML)
[22]  arXiv:2003.11915 (cross-list from cs.LG) [pdf, other]
Title: robROSE: A robust approach for dealing with imbalanced data in fraud detection
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Applications (stat.AP); Machine Learning (stat.ML)
[23]  arXiv:2003.11842 (cross-list from cs.LG) [pdf, other]
Title: Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis
Comments: Journal of Chemical Information and Modeling
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[24]  arXiv:2003.11830 (cross-list from cs.LG) [pdf, other]
Title: A lower bound for the ELBO of the Bernoulli Variational Autoencoder
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[25]  arXiv:2003.11827 (cross-list from cs.LG) [pdf, other]
Title: Fashion Landmark Detection and Category Classification for Robotics
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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