Works matching IS 15324435 AND DT 2020 AND VI 21 AND IP 189-216

Results: 28

ProtoAttend: Attention-Based Prototypical Learning.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Ark, Sercan Ö.;
Pfister, Tomas

Publication type:

Article

scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Pölsterl, Sebastian

Publication type:

Article

Random Smoothing Might be Unable to Certify l∞ Robustness for High-Dimensional Images.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Blum, Avrim;
Dick, Travis;
Manoj, Naren;
Hongyang Zhang

Publication type:

Article

Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Slawski, Martin;
Ben-David, Emanuel;
Ping Li

Publication type:

Article

Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Engelhardt, Dalit

Publication type:

Article

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Xiao-Tong Yuan;
Ping Li

Publication type:

Article

Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Yazhen Wang;
Shang Wu

Publication type:

Article

A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Locatello, Francesco;
Bauer, Stefan;
Lucic, Mario;
Rätsch, Gunnar;
Gelly, Sylvain;
Schölkopf, Bernhard;
Bachem, Olivier

Publication type:

Article

A determinantal point process for column subset selection.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Belhadji, Ayoub;
Bardenet, Rémi;
Chainais, Pierre

Publication type:

Article

Dynamic Assortment Optimization with Changing Contextual Information.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Xi Chen;
Yining Wang;
Yuan Zhou

Publication type:

Article

Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Baihua He;
Yanyan Liu;
Yuanshan Wu;
Guosheng Yin;
Xingqiu Zhao

Publication type:

Article

Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Lehnert, Lucas;
Littman, Michael L.

Publication type:

Article

Learning Data-adaptive Non-parametric Kernels.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Fanghui Liu;
Xiaolin Huang;
Chen Gong;
Jie Yang;
Li Li

Publication type:

Article

Mining Topological Structure in Graphs through Forest Representations.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Vandaele, Robin;
Saeys, Yvan;
De Bie, Tijl

Publication type:

Article

Sobolev Norm Learning Rates for Regularized Least-Squares Algorithms.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Fischer, Simon;
Steinwart, Ingo

Publication type:

Article

Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Mohammadi, Reza;
Pratola, Matthew;
Kaptein, Maurits

Publication type:

Article

Reinforcement Learning in Continuous Time and Space: A Stochastic Control Approach.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Haoran Wang;
Zariphopoulou, Thaleia;
Xun Yu Zhou

Publication type:

Article

A Numerical Measure of the Instability of Mapper-Type Algorithms.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Belchí, Francisco;
Brodzki, Jacek;
Burfitt, Matthew;
Niranjan, Mahesan

Publication type:

Article

Empirical Risk Minimization in the Non-interactive Local Model of Differential Privacy.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Di Wang;
Gaboardi, Marco;
Smith, Adam;
Jinhui Xu

Publication type:

Article

Beyond Trees: Classification with Sparse Pairwise Dependencies.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Tenzer, Yaniv;
Moscovich, Amit;
Dorn, Mary Frances;
Nadler, Boaz;
Spiegelman, Clifford

Publication type:

Article

Learning and Interpreting Multi-Multi-Instance Learning Networks.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Tibo, Alessandro;
Jaeger, Manfred;
Frasconi, Paolo

Publication type:

Article

Semi-parametric Learning of Structured Temporal Point Processes.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Ganggang Xu;
Ming Wang;
Jiangze Bian;
Hui Huang;
Burch, Timothy R.;
Andrade, Sandro C.;
Jingfei Zhang;
Yongtao Guan

Publication type:

Article

Adaptive Smoothing for Path Integral Control.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Thalmeier, Dominik;
Kappen, Hilbert J.;
Totaro, Simone;
Gómez, Vicenç

Publication type:

Article

Contextual Explanation Networks.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Al-Shedivat, Maruan;
Dubey, Avinava;
Xing, Eric

Publication type:

Article

A Unified q-Memorization Framework for Asynchronous Stochastic Optimization.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Bin Gu;
Wenhan Xian;
Zhouyuan Huo;
Cheng Deng;
Heng Huang

Publication type:

Article

Conic Optimization for Quadratic Regression Under Sparse Noise.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Molybog, Igor;
Madani, Ramtin;
Lavaei, Javad

Publication type:

Article

Provable Convex Co-clustering of Tensors.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Chi, Eric C.;
Gaines, Brian R.;
Wei Sun, Will;
Hua Zhou;
Jian Yang

Publication type:

Article

Multiclass Anomaly Detector: the CS++ Support Vector Machine.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 189-216, p. 1

By:

Shilton, Alistair;
Rajasegarar, Sutharshan;
Palaniswami, Marimuthu

Publication type:

Article