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1
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
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Article 		Add to My Research

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Computer graphics forum, 2020-06, Vol.39 (3), p.713-756 [Peer Reviewed Journal]

Attribution ;ISSN: 0167-7055 ;EISSN: 1467-8659 ;DOI: 10.1111/cgf.14034

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2
CC2Vec: Distributed Representations of Code Changes
CC2Vec: Distributed Representations of Code Changes
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Conference Proceeding 		Add to My Research

CC2Vec: Distributed Representations of Code Changes

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1145/3377811.3380361

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3
Scalable and Accurate Subsequence Transform
Scalable and Accurate Subsequence Transform
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Article 		Add to My Research

Scalable and Accurate Subsequence Transform

Pattern recognition, 2023-11, Vol.147, p.1-18 [Peer Reviewed Journal]

Attribution - NonCommercial - NoDerivatives ;ISSN: 0031-3203 ;EISSN: 1873-5142 ;DOI: 10.1016/j.patcog.2023.110121

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4
On Tail Decay Rate Estimation of Loss Function Distributions
On Tail Decay Rate Estimation of Loss Function Distributions
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Article 		Add to My Research

On Tail Decay Rate Estimation of Loss Function Distributions

Journal of machine learning research, 2022-12 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1532-4435 ;EISSN: 1533-7928

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5
A General Framework for the Practical Disintegration of PAC-Bayesian Bounds
A General Framework for the Practical Disintegration of PAC-Bayesian Bounds
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A General Framework for the Practical Disintegration of PAC-Bayesian Bounds

Machine learning, 2023 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0885-6125 ;EISSN: 1573-0565

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6
SVF-Net: Learning Deformable Image Registration Using Shape Matching
SVF-Net: Learning Deformable Image Registration Using Shape Matching
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Book Chapter 		Add to My Research

SVF-Net: Learning Deformable Image Registration Using Shape Matching

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-319-66182-7_31

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7
Toolbox for Multimodal Learn (scikit-multimodallearn)
Toolbox for Multimodal Learn (scikit-multimodallearn)
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Article 		Add to My Research

Toolbox for Multimodal Learn (scikit-multimodallearn)

Journal of machine learning research, 2021-12, Vol.23 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1532-4435 ;EISSN: 1533-7928

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8
Optimization with Sparsity-Inducing Penalties
Optimization with Sparsity-Inducing Penalties
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Book 		Add to My Research

Optimization with Sparsity-Inducing Penalties

Foundations and trends in machine learning, 2012 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1935-8237 ;EISSN: 1935-8245 ;DOI: 10.1561/2200000015

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9
Estimation of extreme quantiles from heavy-tailed distributions with neural networks
Estimation of extreme quantiles from heavy-tailed distributions with neural networks
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Article 		Add to My Research

Estimation of extreme quantiles from heavy-tailed distributions with neural networks

Statistics and computing, 2023-10, Vol.34 (12), p.1-35 [Peer Reviewed Journal]

Attribution ;ISSN: 0960-3174 ;EISSN: 1573-1375

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10
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity
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On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity

Journal of machine learning research, 2024, Vol.24 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1532-4435 ;EISSN: 1533-7928

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11
Deep learning in spiking neural networks
Deep learning in spiking neural networks
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Deep learning in spiking neural networks

Neural networks, 2019-03, Vol.111, p.47-63 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0893-6080 ;EISSN: 1879-2782 ;DOI: 10.1016/j.neunet.2018.12.002

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12
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA
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Article 		Add to My Research

MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA

Biometrika, 2022-02, Vol.109 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0006-3444 ;EISSN: 1464-3510

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13
On Multi-Armed Bandit Designs for Dose-Finding Trials
On Multi-Armed Bandit Designs for Dose-Finding Trials
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Article 		Add to My Research

On Multi-Armed Bandit Designs for Dose-Finding Trials

Journal of machine learning research, 2021-01 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1532-4435 ;EISSN: 1533-7928

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14
Best practices in machine learning for chemistry
Best practices in machine learning for chemistry
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Best practices in machine learning for chemistry

Nature chemistry, 2021-06, Vol.13 (6), p.505-508 [Peer Reviewed Journal]

Springer Nature Limited 2021. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1755-4330 ;EISSN: 1755-4349 ;DOI: 10.1038/s41557-021-00716-z ;PMID: 34059804

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15
Advances and Open Problems in Federated Learning
Advances and Open Problems in Federated Learning
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Article 		Add to My Research

Advances and Open Problems in Federated Learning

Foundations and trends in machine learning, 2021-01, Vol.14 (1-2), p.1-210 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1935-8237 ;EISSN: 1935-8245 ;DOI: 10.1561/2200000083

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16
The effect of green energy, global environmental indexes, and stock markets in predicting oil price crashes: Evidence from explainable machine learning
The effect of green energy, global environmental indexes, and stock markets in predicting oil price crashes: Evidence from explainable machine learning
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Article 		Add to My Research

The effect of green energy, global environmental indexes, and stock markets in predicting oil price crashes: Evidence from explainable machine learning

Journal of environmental management, 2021-11, Vol.298 [Peer Reviewed Journal]

Attribution - NonCommercial ;ISSN: 0301-4797 ;EISSN: 1095-8630 ;DOI: 10.1016/j.jenvman.2021.113511

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17
Machine learning: New tool in the box
Machine learning: New tool in the box
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Article 		Add to My Research

Machine learning: New tool in the box

Nature physics, 2017-05, Vol.13 (5), p.420-421 [Peer Reviewed Journal]

Copyright Nature Publishing Group May 2017 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1745-2473 ;EISSN: 1745-2481 ;DOI: 10.1038/nphys4053

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18
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations
Material Type:
Conference Proceeding 		Add to My Research

The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI-19}, 2019, p.2801-2807 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.24963/ijcai.2019/388

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19
Hybrid Recommender System based on Autoencoders
Hybrid Recommender System based on Autoencoders
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Conference Proceeding 		Add to My Research

Hybrid Recommender System based on Autoencoders

Copyright ;DOI: 10.1145/2988450.2988456

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20
Bridging observations, theory and numerical simulation of the ocean using machine learning
Bridging observations, theory and numerical simulation of the ocean using machine learning
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Article 		Add to My Research

Bridging observations, theory and numerical simulation of the ocean using machine learning

Environmental research letters, 2021-07, Vol.16 (7), p.73008 [Peer Reviewed Journal]

2021 The Author(s). Published by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/4.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1748-9326 ;EISSN: 1748-9326 ;DOI: 10.1088/1748-9326/ac0eb0 ;CODEN: ERLNAL

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