Works matching IS 15324435 AND DT 2022 AND VI 23

Results: 351

Network Regression with Graph Laplacians.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Yidong Zhou;
Müller, Hans-Georg

Publication type:

Article

Metrics of Calibration for Probabilistic Predictions.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Arrieta-Ibarra, Imanol;
Gujral, Paman;
Tannen, Jonathan;
Tygert, Mark;
Cherie Xu

Publication type:

Article

ReservoirComputing.jl: An Effcient and Modular Library for Reservoir Computing Models.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Martinuzzi, Francesco;
Rackauckas, Chris;
Abdelrehim, Anas;
Mahecha, Miguel D.;
Mora, Karin

Publication type:

Article

Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Haiyun He;
Hanshu Yan;
Tan, Vincent Y. F.

Publication type:

Article

Self-Healing Robust Neural Networks via Closed-Loop Control.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Zhuotong Chen;
Qianxiao Li;
Zheng Zhang

Publication type:

Article

Learning Green's functions associated with time-dependent partial differential equations.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Boullé, Nicolas;
Kim, Seick;
Tianyi Shi;
Townsend, Alex

Publication type:

Article

Approximate Bayesian Computation via Classification.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Yuexi Wang;
Kaji, Tetsuya;
Rockova, Veronika

Publication type:

Article

Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Bo Shen;
Weijun Xie;
Zhenyu (James) Kong

Publication type:

Article

Integral Autoencoder Network for Discretization-Invariant Learning.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Yong Zheng Ong;
Zuowei Shen;
Haizhao Yang

Publication type:

Article

Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Calder, Jeff;
ETTEHAD, MAHMOOD

Publication type:

Article

Deepchecks: A Library for Testing and Validating Machine Learning Models and Data.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Chorev, Shir;
Tannor, Philip;
Israel, Dan Ben;
Bressler, Noam;
Gabbay, Itay;
Hutnik, Nir;
Liberman, Jonatan;
Perlmutter, Matan;
Romanyshyn, Yurii;
Rokach, Lior

Publication type:

Article

OMLT: Optimization & Machine Learning Toolkit.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Ceccon, Francesco;
Jalving, Jordan;
Haddad, Joshua;
Thebelt, Alexander;
Tsay, Calvin;
Laird, Carl D.;
Misener, Ruth

Publication type:

Article

Exact Partitioning of High-order Models with a Novel Convex Tensor Cone Relaxation.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Chuyang Ke;
Jean Honorio

Publication type:

Article

Nonparametric Neighborhood Selection in Graphical Models.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Hao Dong;
Yuedong Wang

Publication type:

Article

Scalable Gaussian-process regression and variable selection using Vecchia approximations.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Jian Cao;
Guinness, Joseph;
Genton, Marc G.;
Katzfuss, Matthias

Publication type:

Article

WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Tian Lan;
Srinivasa, Sunil;
Huan Wang;
Zheng, Stephan

Publication type:

Article

De-Sequentialized Monte Carlo: a parallel-in-time particle smoother.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Corenflos, Adrien;
Chopin, Nicolas;
Särkkä, Simo

Publication type:

Article

On the Convergence Rates of Policy Gradient Methods.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Lin Xiao

Publication type:

Article

Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Achour, El Mehdi;
Malgouyres, François;
Mamalet, Franck

Publication type:

Article

Nonparametric adaptive control and prediction: theory and randomized algorithms.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Boffi, Nicholas M.;
Tu, Stephen;
Slotine, Jean-Jacques E.

Publication type:

Article

d3rlpy: An Offline Deep Reinforcement Learning Library.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Takuma Seno;
Michita Imai

Publication type:

Article

Convergence Guarantees for the Good-Turing Estimator.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Painsky, Amichai

Publication type:

Article

Learning Operators with Coupled Attention.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Kissas, Georgios;
Seidman, Jacob H.;
Guilhoto, Leonardo Ferreira;
Preciado, Victor M.;
Pappas, George J.;
Perdikaris, Paris

Publication type:

Article

Minimax optimal approaches to the label shift problem in non-parametric settings.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Maity, Subha;
Yuekai Sun;
Banerjee, Moulinath

Publication type:

Article

Oracle Complexity in Nonsmooth Nonconvex Optimization.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Kornowski, Guy;
Shamir, Ohad

Publication type:

Article

When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Freund, Yoav;
Yi-An Ma;
Tong Zhang

Publication type:

Article

Constraint Reasoning Embedded Structured Prediction.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Nan Jiang;
Maosen Zhang;
van Hoeve, Willem-Jan;
Yexiang Xue

Publication type:

Article

Intrinsic Dimension Estimation Using Wasserstein Distance.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Block, Adam;
Zeyu Jia;
Polyanskiy, Yury;
Rakhlin, Alexander

Publication type:

Article

Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Chiwoo Park

Publication type:

Article

Nonstochastic Bandits with Composite Anonymous Feedback.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Cesa-Bianchi, Nicolò;
Cesari, Tommaso;
Colomboni, Roberto;
Gentile, Claudio;
Mansour, Yishay

Publication type:

Article

Inherent Tradeoffs in Learning Fair Representations.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Han Zhao;
Gordon, Geoffrey J.

Publication type:

Article

Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Olsen, Lars Henry Berge;
Glad, Ingrid Kristine;
Jullum, Martin;
Aas, Kjersti

Publication type:

Article

Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Zuowei Shen;
Haizhao Yang;
Shijun Zhang

Publication type:

Article

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Tian Tong;
Cong Ma;
Prater-Bennette, Ashley;
Tripp, Erin;
Yuejie Chi

Publication type:

Article

Policy Gradient and Actor--Critic Learning in Continuous Time and Space: Theory and Algorithms.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Yanwei Jia;
Xun Yu Zhou

Publication type:

Article

Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Shevchenko, Alexander;
Kungurtsev, Vyacheslav;
Mondelli, Marco

Publication type:

Article

Vector-Valued Least-Squares Regression under Output Regularity Assumptions.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Brogat-Motte, Luc;
Rudi, Alessandro;
Brouard, Céline;
Rousu, Juho;
d'Alché-Buc, Florence

Publication type:

Article

CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Shengyi Huang;
Dossa, Rousslan Fernand Julien;
Chang Ye;
Braga, Jeff;
Chakraborty, Dipam;
Mehta, Kinal;
Araújo, João G. M.

Publication type:

Article

Nyström Regularization for Time Series Forecasting.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Zirui Sun;
Mingwei Dai;
Yao Wang;
Shao-Bo Lin

Publication type:

Article

The Weighted Generalised Covariance Measure.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Scheidegger, Cyrill;
Hörrmann, Julia;
Bühlmann, Peter

Publication type:

Article

On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC).

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Mondal, Washim Uddin;
Agarwal, Mridul;
Aggarwal, Vaneet;
Ukkusuri, Satish V.

Publication type:

Article

Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Shangtong Zhang;
des Combes, Remi Tachet;
Laroche, Romain

Publication type:

Article

Power Iteration for Tensor PCA.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Jiaoyang Huang;
Huang, Daniel Z.;
Qing Yang;
Guang Cheng

Publication type:

Article

Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Dachao Lin;
Haishan Ye;
Zhihua Zhang

Publication type:

Article

Effcient Inference for Dynamic Flexible Interactions of Neural Populations.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Feng Zhou;
Quyu Kong;
Zhijie Deng;
Jichao Kan;
Yixuan Zhang;
Cheng Feng;
Jun Zhu

Publication type:

Article

Topologically penalized regression on manifolds.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Hacquard, Olympio;
Balasubramanian, Krishnakumar;
Blanchard, Gilles;
Levrard, Clément;
Wolfgang Polonik

Publication type:

Article

Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Kean Ming Tan;
Battey, Heather;
Wen-Xin Zhou

Publication type:

Article

Fast Stagewise Sparse Factor Regression.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Kun Chen;
Ruipeng Dong;
Wanwan Xu;
Zemin Zheng

Publication type:

Article

A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Pearce, Michael;
Erosheva, Elena A.

Publication type:

Article

Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Tenghui Li;
Guoxu Zhou;
Yuning Qiu;
Qibin Zhao

Publication type:

Article