Journal of Machine Learning Research, Vol. 24, 2023
1.) Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search. --Benjamin Moseley, Joshua R. Wang
2.) The Brier Score under Administrative Censoring: Problems and a Solution. --Håvard Kvamme, Ørnulf Borgan
3.) Bayesian Spiked Laplacian Graphs. --Leo L Duan, George Michailidis, Mingzhou Ding
4.) Efficient Structure-preserving Support Tensor Train Machine. --Kirandeep Kour, Sergey Dolgov, Martin Stoll, Peter Benner
5.) Cluster-Specific Predictions with Multi-Task Gaussian Processes. --Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
6.) AutoKeras: An AutoML Library for Deep Learning. --Haifeng Jin, François Chollet, Qingquan Song, Xia Hu
7.) On Distance and Kernel Measures of Conditional Dependence. --Tianhong Sheng, Bharath K. Sriperumbudur
8.) A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs. --Radu I. Bot, Michael Sedlmayer, Phan Tu Vuong
9.)bSampling random graph homomorphisms and applications to network data analysis. --Hanbaek Lyu, Facundo Memoli, David Sivakoff
10.) A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees. --Michael J. O'Neill, Stephen J. Wright
11.) Optimal Strategies for Reject Option Classifiers. --Vojtech Franc, Daniel Prusa, Vaclav Voracek
12.) Learning-augmented count-min sketches via Bayesian nonparametrics. --Emanuele Dolera, Stefano Favaro, Stefano Peluchetti
13.) Adaptation to the Range in K-Armed Bandits. --Hédi Hadiji, Gilles Stoltz
15.) Python package for causal discovery based on LiNGAM. --Takashi Ikeuchi, Mayumi Ide, Yan Zeng, Takashi Nicholas Maeda, Shohei Shimizu
16.) Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions. --Jon Vadillo, Roberto Santana, Jose A. Lozano
17.) Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation. --Cynthia Rudin, Yaron Shaposhnik
18.) Learning Mean-Field Games with Discounted and Average Costs. --Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
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2.) The Brier Score under Administrative Censoring: Problems and a Solution. --Håvard Kvamme, Ørnulf Borgan
3.) Bayesian Spiked Laplacian Graphs. --Leo L Duan, George Michailidis, Mingzhou Ding
4.) Efficient Structure-preserving Support Tensor Train Machine. --Kirandeep Kour, Sergey Dolgov, Martin Stoll, Peter Benner
5.) Cluster-Specific Predictions with Multi-Task Gaussian Processes. --Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
6.) AutoKeras: An AutoML Library for Deep Learning. --Haifeng Jin, François Chollet, Qingquan Song, Xia Hu
7.) On Distance and Kernel Measures of Conditional Dependence. --Tianhong Sheng, Bharath K. Sriperumbudur
8.) A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs. --Radu I. Bot, Michael Sedlmayer, Phan Tu Vuong
9.)bSampling random graph homomorphisms and applications to network data analysis. --Hanbaek Lyu, Facundo Memoli, David Sivakoff
10.) A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees. --Michael J. O'Neill, Stephen J. Wright
11.) Optimal Strategies for Reject Option Classifiers. --Vojtech Franc, Daniel Prusa, Vaclav Voracek
12.) Learning-augmented count-min sketches via Bayesian nonparametrics. --Emanuele Dolera, Stefano Favaro, Stefano Peluchetti
13.) Adaptation to the Range in K-Armed Bandits. --Hédi Hadiji, Gilles Stoltz
15.) Python package for causal discovery based on LiNGAM. --Takashi Ikeuchi, Mayumi Ide, Yan Zeng, Takashi Nicholas Maeda, Shohei Shimizu
16.) Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions. --Jon Vadillo, Roberto Santana, Jose A. Lozano
17.) Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation. --Cynthia Rudin, Yaron Shaposhnik
18.) Learning Mean-Field Games with Discounted and Average Costs. --Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
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Benjamin Moseley - Personal Name
Emanuele Dolera - Personal Name
Vojtech Franc - Personal Name
Michael J. O'Neill - Personal Name
Hanbaek Lyu - Personal Name
Radu I. Bot - Personal Name
Tianhong Sheng - Personal Name
Haifeng Jin - Personal Name
Arthur Leroy - Personal Name
Kirandeep Kour - Personal Name
Leo L Duan - Personal Name
Håvard Kvamme - Personal Name
Hédi Hadiji - Personal Name
Emanuele Dolera - Personal Name
Vojtech Franc - Personal Name
Michael J. O'Neill - Personal Name
Hanbaek Lyu - Personal Name
Radu I. Bot - Personal Name
Tianhong Sheng - Personal Name
Haifeng Jin - Personal Name
Arthur Leroy - Personal Name
Kirandeep Kour - Personal Name
Leo L Duan - Personal Name
Håvard Kvamme - Personal Name
Hédi Hadiji - Personal Name
Vol. 24, 2023
1533-7928
e-Journal TI
Inggris
JMLR Inc. - Microtome Publishing
2023
USA
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