Works matching IS 15324435 AND DT 2023 AND VI 24

Results: 393

Adaptive Learning of Density Ratios in RKHS.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Zellinger, Werner;
Kindermann, Stefan;
Pereverzyev, Sergei V.

Publication type:

Article

Revisiting inference after prediction.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Motwani, Keshav;
Witten, Daniela

Publication type:

Article

Bagging in overparameterized learning: Risk characterization and risk monotonization.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Patil, Pratik;
Jin-Hong Du;
Kuchibhotla, Arun Kumar

Publication type:

Article

Principled Out-of-Distribution Detection via Multiple Testing.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Magesh, Akshayaa;
Veeravalli, Venugopal V.;
Roy, Anirban;
Susmit Jha

Publication type:

Article

A Unified Approach to Controlling Implicit Regularization via Mirror Descent.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Haoyuan Sun;
Gatmiry, Khashayar;
Kwangjun Ahn;
Azizan, Navid

Publication type:

Article

Scaling Up Models and Data with t5x and seqio.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Roberts, Adam;
Hyung Won Chung;
Mishra, Gaurav;
Levskaya, Anselm;
Bradbury, James

Publication type:

Article

On the Dynamics Under the Unhinged Loss and Beyond.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Xiong Zhou;
Xianming Liu;
Hanzhang Wang;
Deming Zhai;
Junjun Jiang;
Xiangyang Ji

Publication type:

Article

Set-valued Classification with Out-of-distribution Detection for Many Classes.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Zhou Wang;
Xingye Qiao

Publication type:

Article

Instance-Dependent Confidence and Early Stopping for Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Xia, Eric;
Khamaru, Koulik;
Wainwright, Martin J.;
Jordan, Michael I.

Publication type:

Article

Hierarchical Kernels in Deep Kernel Learning.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Wentao Huang;
Houbao Lu;
Haizhang Zhang

Publication type:

Article

Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Peluchetti, Stefano

Publication type:

Article

Operator learning with PCA-Net: upper and lower complexity bounds.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Lanthaler, Samuel

Publication type:

Article

Mixed Regression via Approximate Message Passing.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Tan, Nelvin;
Venkataramanan, Ramji

Publication type:

Article

The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Bartlett, Peter L.;
Long, Philip M.;
Bousquet, Olivier

Publication type:

Article

Multilevel CNNs for Parametric PDEs.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Heiß, Cosmas;
Gühring, Ingo;
Eigel, Martin

Publication type:

Article

A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Ben Chugg;
Hongjian Wang;
Aaditya Ramdas

Publication type:

Article

Fairlearn: Assessing and Improving Fairness of AI Systems.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Weerts, Hilde;
Dudík, Miroslav;
Edgar, Richard;
Jalali, Adrin;
Lutz, Roman;
Madaio, Michael

Publication type:

Article

MARLlib: A Scalable and Efficient Library For Multi-agent Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Siyi Hu;
Yifan Zhong;
Minquan Gao;
Weixun Wang;
Hao Dong;
Xiaodan Liang;
Zhihui Li;
Xiaojun Chang;
Yaodong Yang

Publication type:

Article

Scalable Real-Time Recurrent Learning Using Columnar-Constructive Networks.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Javed, Khurram;
Shah, Haseeb;
Sutton, Richard S.;
White, Martha

Publication type:

Article

Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Shaocong Ma;
Ziyi Chen;
Shaofeng Zou;
Yi Zhou

Publication type:

Article

Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Heddes, Mike;
Nunes, Igor;
Vergés, Pere;
Kleyko, Denis;
Abraham, Danny;
Givargis, Tony;
Nicolau, Alexandru;
Veidenbaum, Alexander

Publication type:

Article

Densely Connected G-invariant Deep Neural Networks with Signed Permutation Representations.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Agrawal, Devanshu;
Ostrowski, James

Publication type:

Article

A Permutation-Free Kernel Independence Test.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Shekhar, Shubhanshu;
Ilmun Kim;
Ramdas, Aaditya

Publication type:

Article

LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Scheikl, Paul Maria;
Gyenes, Balázs;
Younis, Rayan;
Haas, Christoph;
Neumann, Gerhard;
Wagner, Martin;
Mathis-Ullrich, Franziska

Publication type:

Article

TorchOpt: An Efficient Library for Differentiable Optimization.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Jie Ren;
Xidong Feng;
Bo Liu;
Xuehai Pan;
Yao Fu;
Luo Mai;
Yaodong Yang

Publication type:

Article

Confidence and Uncertainty Assessment for Distributional Random Forests.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Näf, Jeffrey;
Emmenegger, Corinne;
Bühlmann, Peter;
Meinshausen, Nicolai

Publication type:

Article

Hard-Constrained Deep Learning for Climate Downscaling.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Harder, Paula;
Hernandez-Garcia, Alex;
Ramesh, Venkatesh;
Qidong Yang;
Sattegeri, Prasanna;
Watson, Campbell D.;
Rolnick, David

Publication type:

Article

Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Laberge, Gabriel;
Pequignot, Yann;
Mathieu, Alexandre;
Khomh, Foutse;
Marchand, Mario

Publication type:

Article

A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Statuto, Nahuel;
Unceta, Irene;
Nin, Jordi;
Pujol, Oriol

Publication type:

Article

Avalanche: A PyTorch Library for Deep Continual Learning.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Carta, Antonio;
Pellegrini, Lorenzo;
Cossu, Andrea;
Hemati, Hamed;
Lomonaco, Vincenzo

Publication type:

Article

skrl: Modular and Flexible Library for Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Serrano-Muñoz, Antonio;
Chrysostomou, Dimitrios;
Bøgh, Simon;
Arana-Arexolaleiba, Nestor

Publication type:

Article

From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Resin, Johannes

Publication type:

Article

Fast Expectation Propagation for Heteroscedastic, Lasso-Penalized, and Quantile Regression.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Zhou, Jackson;
Ormerod, John T.;
Grazian, Clara

Publication type:

Article

Semiparametric Inference Using Fractional Posteriors.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

L'Huillier, Alice;
Travis, Luke;
Castillo, Ismaël;
Ray, Kolyan

Publication type:

Article

Discovering Salient Neurons in deep NLP models.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Durrani, Nadir;
Dalvi, Fahim;
Sajjad, Hassan

Publication type:

Article

Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Luccioni, Alexandra Sasha;
Viguier, Sylvain;
Ligozat, Anne-Laure

Publication type:

Article

Fourier Neural Operator with Learned Deformations for PDEs on General Geometries.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Zongyi Li;
Huang, Daniel Zhengyu;
Burigede Liu;
Anandkumar, Anima

Publication type:

Article

Differentially Private Hypothesis Testing for Linear Regression.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Alabi, Daniel G.;
Vadhan, Salil P.

Publication type:

Article

Attribution-based Explanations that Provide Recourse Cannot be Robust.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Fokkema, Hidde;
de Heide, Rianne;
van Erven, Tim

Publication type:

Article

A Unified Theory of Diversity in Ensemble Learning.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Wood, Danny;
Tingting Mu;
Webb, Andrew M.;
Reeve, Henry W. J.;
Luján, Mikel;
Brown, Gavin

Publication type:

Article

Adaptive False Discovery Rate Control with Privacy Guarantee.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Xintao Xia;
Zhanrui Cai

Publication type:

Article

Atlas: Few-shot Learning with Retrieval Augmented Language Models.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Izacard, Gautier;
Lewis, Patrick;
Lomeli, Maria;
Hosseini, Lucas;
Petroni, Fabio;
Schick, Timo;
Dwivedi-Yu, Jane;
Joulin, Armand;
Riedel, Sebastian;
Grave, Edouard

Publication type:

Article

Optimal Parameter-Transfer Learning by Semiparametric Model Averaging.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Xiaonan Hu;
Xinyu Zhang

Publication type:

Article

Optimal Approximation Rates for Deep ReLU Neural Networks on Sobolev and Besov Spaces.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Siegel, Jonathan W.

Publication type:

Article

MAUVE Scores for Generative Models: Theory and Practice.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Pillutla, Krishna;
Lang Liu;
Thickstun, John;
Welleck, Sean;
Swayamdipta, Swabha;
Zellers, Rowan;
Sewoong Oh;
Yejin Choi;
Harchaoui, Zaid

Publication type:

Article

Zeroth-Order Alternating Gradient Descent Ascent gorithms for A Class of Nonconvex-Nonconcave Minimax Problems.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Zi Xuy;
Zi-Qi Wang;
Jun-Lin Wang;
Yu-Hong Dai

Publication type:

Article

Convex Reinforcement Learning in Finite Trials.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Mutti, Mirco;
De Santi, Riccardo;
De Bartolomeis, Piersilvio;
Restelli, Marcello

Publication type:

Article

The Measure and Mismeasure of Fairness.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Corbett-Davies, Sam;
Gaebler, Johann D.;
Nilforoshan, Hamed;
Shro, Ravi;
Goel, Sharad

Publication type:

Article

Beyond the Golden Ratio for Variational Inequality Algorithms.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Alacaoglu, Ahmet;
Böhm, Axel;
Malitsky, Yura

Publication type:

Article

Beyond Spectral Gap: The Role of the Topology in Decentralized Learning.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Vogels, Thijs;
Hendrikx, Hadrien;
Jaggi, Martin

Publication type:

Article