Works matching IS 15324435 AND DT 2021 AND VI 22

Results: 290

Consistency of Gaussian Process Regression in Metric Spaces.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Koepernik, Peter;
Pfaff, Florian

Publication type:

Article

On Universal Approximation and Error Bounds for Fourier Neural Operators.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Nikola Kovachki;
Lanthaler, Samuel;
Mishra, Siddhartha

Publication type:

Article

VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Zintgraf, Luisa;
Schulze, Sebastian;
Cong Lu;
Leo Feng;
Igl, Maximilian;
Shiarlis, Kyriacos;
Gal, Yarin;
Hofmann, Katja;
Whiteson, Shimon

Publication type:

Article

A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Campi, Marco C.;
Garatti, Simone

Publication type:

Article

V -statistics and Variance Estimation.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Zhengze Zhou;
Mentch, Lucas;
Hooker, Giles

Publication type:

Article

Quasi-Monte Carlo Quasi-Newton in Variational Bayes.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Liu, Sifan;
Owen, Art B.

Publication type:

Article

Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Sanz-Serna, Jesus María;
Zygalakis, Konstantinos C.

Publication type:

Article

An Online Sequential Test for Qualitative Treatment Effects.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Chengchun Shi;
Shikai Luo;
Hongtu Zhu;
Rui Song

Publication type:

Article

Sparsity in Deep Learning: Pruning and growth for Effcient inference and training in neural networks.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Hoefter, Torsten;
Alistarh, Dan;
Ben-Nun, Tal;
Dryden, Nikoli;
Peste, Alexandra

Publication type:

Article

DIG: A Turnkey Library for Diving into Graph Deep Learning Research.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Meng Liu;
Youzhi Luo;
Limei Wang;
Yaochen Xie;
Hao Yuan;
Shurui Gui;
Haiyang Yu;
Zhao Xu;
Jingtun Zhang;
Yi Liu;
Keqiang Yan;
Haoran Liu;
Cong Fu;
Bora Oztekin;
Xuan Zhang;
Shuiwang Ji

Publication type:

Article

Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Gürbüzbalaban, Mert;
Xuefeng Gao;
Yuanhan Hu;
Lingjiong Zhu

Publication type:

Article

DeEPCA: Decentralized Exact PCA with Linear Convergence Rate.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Haishan Ye;
Tong Zhang

Publication type:

Article

Double Generative Adversarial Networks for Conditional Independence Testing.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Chengchun Shi;
Tianlin Xu;
Bergsma, Wicher;
Lexin Li

Publication type:

Article

Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

HanQin Cai;
Hamm, Keaton;
Longxiu Huang;
Needell, Deanna

Publication type:

Article

mlr3pipelines - Flexible Machine Learning Pipelines in R.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Binder, Martin;
Pfisterer, Florian;
Lang, Michel;
Schneider, Lennart;
Kotthoff, Lars;
Bischl, Bernd

Publication type:

Article

Linear Bandits on Uniformly Convex Sets.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Kerdreux, Thomas;
Roux, Christophe;
d'Aspremont, Alexandre;
Pokutta, Sebastian

Publication type:

Article

Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Fornasier, Massimo;
Hui Huang;
Pareschi, Lorenzo;
Sünnen, Philippe Süunnen

Publication type:

Article

Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Allerbo, Oskar;
Jörnsten, Rebecka

Publication type:

Article

Benchmarking Unsupervised Object Representations for Video Sequences.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Weis, Marissa A.;
Chitta, Kashyap;
Sharma, Yash;
Brendel, Wieland;
Bethge, Matthias;
Geiger, Andreas;
Ecker, Alexander S.

Publication type:

Article

Expanding Boundaries of Gap Safe Screening.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Dantas, Cassio F.;
Soubies, Emmanuel;
Févotte, Cédric

Publication type:

Article

LDLE: Low Distortion Local Eigenmaps.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Kohli, Dhruv;
Cloninger, Alexander;
Mishne, Gal

Publication type:

Article

GIBBON: General-purpose Information-Based Bayesian OptimisatioN.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Moss, Henry B.;
Leslie, David S.;
González, Javier;
Rayson, Paul

Publication type:

Article

A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Klink, Pascal;
Abdulsamad, Hany;
Belousov, Boris;
D'Eramo, Carlo;
Peters, Jan;
Pajarinen, Joni

Publication type:

Article

Contrastive Estimation Reveals Topic Posterior Information to Linear Models.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Tosh, Christopher;
Krishnamurthy, Akshay;
Hsu, Daniel

Publication type:

Article

A general linear-time inference method for Gaussian Processes on one dimension.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Loper, Jackson;
Blei, David;
Cunningham, John P.;
Paninski, Liam

Publication type:

Article

A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Sicks, Robert;
Korn, Ralf;
Schwaar, Stefanie

Publication type:

Article

Probabilistic Iterative Methods for Linear Systems.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Cockayne, Jon;
Ipsen, Ilse C. F.;
Oates, Chris J.;
Reid, Tim W.

Publication type:

Article

sklvq: Scikit Learning Vector Quantization.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

van Veen, Rick;
Biehl, Michael;
de Vries, Gert-Jan

Publication type:

Article

Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Chrétien, Stéphane;
Cucuringu, Mihai;
Lecué, Guillaume;
Neirac, Lucie

Publication type:

Article

Graph Matching with Partially-Correct Seeds.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Liren Yu;
Jiaming Xu;
Xiaojun Lin

Publication type:

Article

Convolutional Neural Networks Are Not Invariant to Translation, but They Can Learn to Be.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Biscione, Valerio;
Bowers, Jeffrey S.

Publication type:

Article

Alibi Explain: Algorithms for Explaining Machine Learning Models.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Klaise, Janis;
Van Looveren, Arnaud;
Vacanti, Giovanni;
Coca, Alexandru

Publication type:

Article

Improved Shrinkage Prediction under a Spiked Covariance Structure.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Banerjee, Trambak;
Mukherjee, Gourab;
Paul, Debashis

Publication type:

Article

dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Baniecki, Hubert;
Kretowicz, Wojciech;
Piatyszek, Piotr;
Wisniewski, Jakub;
Biecek, Przemyslaw

Publication type:

Article

Nonparametric Continuous Sensor Registration.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Clark, William;
Ghaffari, Maani;
Bloch, Anthony

Publication type:

Article

Non-parametric Quantile Regression via the K-NN Fused Lasso.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Siwei Ye, Steven;
Padilla, Oscar Hernan Madrid

Publication type:

Article

Convex Geometry and Duality of Over-parameterized Neural Networks.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Ergen, Tolga;
Pilanci, Mert

Publication type:

Article

MetaGrad: Adaptation using Multiple Learning Rates in Online Learning.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

van Erven, Tim;
Koolen, Wouter M.;
van der Hoeven, Dirk

Publication type:

Article

Bandit Learning in Decentralized Matching Markets.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Liu, Lydia T.;
Feng Ruan;
Mania, Horia;
Jordan, Michael I.

Publication type:

Article

Are we Forgetting about Compositional Optimisers in Bayesian Optimisation?

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Grosnit, Antoine;
Cowen-Rivers, Alexander I.;
Tutunov, Rasul;
Griffihs, Ryan-Rhys;
Jun Wang;
Bou-Ammar, Haitham

Publication type:

Article

Further results on latent discourse models and word embeddings.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Khalife, Sammy;
Gonçalves, Douglas;
Allouah, Youssef;
Liberti, Leo

Publication type:

Article

River: machine learning for streaming data in Python.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Montiel, Jacob;
Halford, Max;
Mastelini, Saulo Martiello;
Bolmier, Geoffrey;
Sourty, Raphael;
Vaysse, Robin;
Zouitine, Adil;
Gomes, Heitor Murilo;
Read, Jesse;
Abdessalem, Talel;
Bifet, Albert

Publication type:

Article

CAT: Compression-Aware Training for Bandwidth Reduction.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Baskin, Chaim;
Chmiel, Brian;
Zheltonozhskii, Evgenii;
Banner, Ron Banner;
Bronstein, Alex M.;
Mendelson, Avi

Publication type:

Article

When Does Gradient Descent with Logistic Loss Find Interpolating Two-layer Networks?

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Chatterji, Niladri S.;
Long, Philip M.;
Bartlett, Peter L.

Publication type:

Article

mvlearn: Multiview Machine Learning in Python.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Perry, Ronan;
Mischler, Gavin;
Guo, Richard;
Lee, Theodore;
Chang, Alexander;
Koul, Arman;
Franz, Cameron;
Richard, Hugo;
Carmichael, Iain;
Ablin, Pierre;
Gramfort, Alexandre;
Vogelstein, Joshua T.

Publication type:

Article

Towards a Unified Analysis of Random Fourier Features.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Zhu Li;
Ton, Jean-Francois;
Oglic, Dino;
Sejdinovic, Dino Sejdinovic

Publication type:

Article

Information criteria for non-normalized models.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Matsuda, Takeru;
Uehara, Masatoshi;
Hyvärinen, Aapo

Publication type:

Article

Stable-Baselines3: Reliable Reinforcement Learning Implementations.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Raffin, Antonin;
Hill, Ashley;
Gleave, Adam;
Kanervisto, Anssi;
Ernestus, Maximilian;
Dormann, Noah

Publication type:

Article

Reproducing kernel Hilbert C*-module and kernel mean embeddings.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Yuka Hashimoto;
Isao Ishikawa;
Masahiro Ikeda;
Fuyuta Komura;
Takeshi Katsura;
Yoshinobu Kawahara

Publication type:

Article

Learning Bayesian Networks from Ordinal Data.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Xiang Ge Luo;
Moffa, Giusi;
Kuipers, Jack

Publication type:

Article