Works matching IS 15324435 AND DT 2024 AND VI 25

Results: 416

Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Slivkins, Aleksandrs;
Xingyu Zhou;
Sankararaman, Karthik Abinav;
Foster, Dylan J.

Publication type:

Article

Countering the Communication Bottleneck in Federated Learning: A Highly Effcient Zero-Order Optimization Technique.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Mhanna, Elissa;
Assaad, Mohamad

Publication type:

Article

Open-Source Conversational AI with SpeechBrain 1.0.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Ravanelli, Mirco;
Parcollet, Titouan;
Moumen, Adel;
de Langen, Sylvain;
Subakan, Cem;
Plantinga, Peter;
Yingzhi Wang;
Mousavi, Pooneh;
Libera, Luca Della;
Ploujnikov, Artem;
Paissan, Francesco;
Borra, Davide;
Zaiem, Salah;
Zeyu Zhao;
Shucong Zhang;
Karakasidis, Georgios;
Sung-Lin Yeh;
Champion, Pierre;
Rouhe, Aku;
Braun, Rudolf

Publication type:

Article

Deep Nonparametric Quantile Regression under Covariate Shift.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Xingdong Feng;
Xin He;
Yuling Jiao;
Lican Kang;
Caixing Wang

Publication type:

Article

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

Published in:: Journal of Machine Learning Research, 2024, v. 25, p. 1
Publication type:: Article

Nearest Neighbor Sampling for Covariate Shift Adaptation.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Portier, François;
Truquet, Lionel;
Ikko Yamane

Publication type:

Article

Topological Analysis for Detecting Anomalies (TADA) in dependent sequences: application to Time Series.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Chazal, Frédéric;
Levrard, Clément;
Royer, Martin

Publication type:

Article

PyDMD: A Python Package for Robust Dynamic Mode Decomposition.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Ichinaga, Sara M.;
Andreuzzi, Francesco;
Demo, Nicola;
Tezzele, Marco;
Lapo, Karl;
Rozza, Gianluigi;
Brunton, Steven L.;
Kutz, J. Nathan

Publication type:

Article

Aequitas Flow: Streamlining Fair ML Experimentation.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Jesus, Sérgio;
Saleiro, Pedro;
Oliveira e Silva, Inês;
Jorge, Beatriz M.;
Ribeiro, Rita P.;
Gama, João;
Bizarro, Pedro;
Ghani, Rayid

Publication type:

Article

Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Dupuis, Benjamin;
Viallard, Paul;
Deligiannidis, George;
Şimşekli, Umut

Publication type:

Article

Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Pananjady, Ashwin;
Muthukumar, Vidya;
Thangaraj, Andrew

Publication type:

Article

KerasCV and KerasNLP: Multi-framework Models.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Watson, Matthew;
Sreepathihalli, Divyashree Shivakumar;
Chollet, François;
Görner, Martin;
Sodhia, Kiranbir;
Sampath, Ramesh;
Patel, Tirth;
Haifeng Jin;
Kovelamudi, Neel;
Rasskin, Gabriel;
Saadat, Samaneh;
Wood, Luke;
Chen Qian;
Bischof, Jonathan;
Stenbit, Ian

Publication type:

Article

Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Naichen Shi;
Fattahi, Salar;
Al Kontar, Raed

Publication type:

Article

PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Sifan Wang;
Bowen Li;
Yuhan Chen;
Perdikaris, Paris

Publication type:

Article

An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Trillos, Nicolás García;
Jacobs, Matt;
Jakwang Kim;
Werenski, Matthew

Publication type:

Article

RLtools: A Fast, Portable Deep Reinforcement Learning Library for Continuous Control.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Eschmann, Jonas;
Albani, Dario;
Loianno, Giuseppe

Publication type:

Article

Virtual-Event-Based Posterior Sampling and Inference for Neyman-Scott Processes.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Chengkuan Hong;
Shelton, Christian R.;
Jun Zhu

Publication type:

Article

Information Capacity Regret Bounds for Bandits with Mediator Feedback.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Eldowa, Khaled;
Cesa-Bianchi, Nicolò;
Metelli, Alberto Maria;
Restelli, Marcello

Publication type:

Article

Generalization on the Unseen, Logic Reasoning and Degree Curriculum.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Abbe, Emmanuel;
Bengio, Samy;
Lotfi, Aryo;
Rizk, Kevin

Publication type:

Article

Deep Backward and Galerkin Methods for the Finite State Master Equation.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Cohen, Asaf;
Laurière, Mathieu;
Zell, Ethan

Publication type:

Article

Fisher information dissipation for time-inhomogeneous stochastic differential equations.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Qi Feng;
Xinzhe Zuo;
Wuchen Li

Publication type:

Article

Pearl: A Production-Ready Reinforcement Learning Agent.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Zheqing Zhu;
de Salvo Braz, Rodrigo;
Bhandari, Jalaj;
Jiang, Daniel R.;
Yi Wan;
Efroni, Yonathan;
Liyuan Wang;
Ruiyang Xu;
Hongbo Guo;
Nikulkov, Alex;
Korenkevych, Dmytro;
Dogan, Urun;
Frank Cheng;
Zheng Wu;
Wanqiao Xu

Publication type:

Article

Operator learning without the adjoint.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Boullé, Nicolas;
Halikias, Diana;
Otto, Samuel E.;
Townsend, Alex

Publication type:

Article

Estimating the Replication Probability of Significant Classification Benchmark Experiments.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Berrar, Daniel

Publication type:

Article

TopoX: A Suite of Python Packages for Machine Learning on Topological Domains.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Hajij, Mustafa;
Papillon, Mathilde;
Frantzen, Florian;
Agerberg, Jens;
AlJabea, Ibrahem;
Ballester, Rubén;
Battiloro, Claudio;
Bernárdez, Guillermo;
Birdal, Tolga;
Brent, Aiden;
Chin, Peter;
Escalera, Sergio;
Fiorellino, Simone;
Gardaa, Odin Hoff;
Gopalakrishnan, Gurusankar;
Govil, Devendra;
Hoppe, Josef;
Karri, Maneel Reddy;
Khouja, Jude;
Lecha, Manuel

Publication type:

Article

Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Rathnam, Sarah;
Parbhoo, Sonali;
Swaroop, Siddharth;
Weiwei Pan;
Murphy, Susan A.;
Doshi-Velez, Finale

Publication type:

Article

DAG-Informed Structure Learning from Multi-Dimensional Point Processes.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Chunming Zhang;
Muhong Gao;
Shengji Jia

Publication type:

Article

Sample Complexity of Neural Policy Mirror Descent for Policy Optimization on Low-Dimensional Manifolds.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Zhenghao Xu;
Xiang Ji;
Minshuo Chen;
Mengdi Wang;
Tuo Zhao

Publication type:

Article

Goal-Space Planning with Subgoal Models.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Chunlok Lo;
Roice, Kevin;
Panahi, Parham Mohammad;
Jordan, Scott M.;
White, Adam;
Mihucz, Gábor;
Aminmansour, Farzane;
White, Martha

Publication type:

Article

Entropic Gromov-Wasserstein Distances: Stability and Algorithms.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Rioux, Gabriel;
Goldfeld, Ziv;
Kengo Kato

Publication type:

Article

Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Zhen Qin;
Wakin, Michael B.;
Zhihui Zhu

Publication type:

Article

PromptBench: A Unified Library for Evaluation of Large Language Models.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Kaijie Zhu;
Qinlin Zhao;
Hao Chen;
Jindong Wang;
Xing Xie

Publication type:

Article

A New, Physics-Informed Continuous-Time Reinforcement Learning Algorithm with Performance Guarantees.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Wallace, Brent A.;
Jennie Si

Publication type:

Article

Sharp Analysis of Power Iteration for Tensor PCA.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Yuchen Wu;
Kangjie Zhou

Publication type:

Article

An Inexact Projected Regularized Newton Method for Fused Zero-norms Regularization Problems.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Yuqia Wu;
Shaohua Pan;
Xiaoqi Yang

Publication type:

Article

Towards Optimal Sobolev Norm Rates for the Vector-Valued Regularized Least-Squares Algorithm.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Zhu Li;
Meunier, Dimitri;
Mollenhauer, Mattes;
Gretton, Arthur

Publication type:

Article

Stochastic-Constrained Stochastic Optimization with Markovian Data.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Yeongjong Kim;
Lee, Dabeen

Publication type:

Article

Regret Analysis of Bilateral Trade with a Smoothed Adversary.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Cesa-Bianchi, Nicolò;
Cesari, Tommaso;
Colomboni, Roberto;
Fusco, Federico;
Leonardi, Stefano

Publication type:

Article

Optimizing Noise for f-Differential Privacy via Anti-Concentration and Stochastic Dominance.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Awan, Jordan;
Ramasethu, Aishwarya

Publication type:

Article

BenchMARL: Benchmarking Multi-Agent Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Bettini, Matteo;
Prorok, Amanda;
Moens, Vincent

Publication type:

Article

Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Jaesun Shin;
Eunjoo Jeon;
Taewon Cho;
Namkyeong Cho;
Youngjune Gwon

Publication type:

Article

Unified Binary and Multiclass Margin-Based Classification.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Yutong Wang;
Scott, Clayton

Publication type:

Article

Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Enming Liang;
Minghua Chen;
Low, Steven H.

Publication type:

Article

skscope: Fast Sparsity-Constrained Optimization in Python.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Zezhi Wang;
Junxian Zhu;
Xueqin Wang;
Jin Zhu;
Huiyang Peng;
Peng Chen;
Anran Wang;
Xiaoke Zhang

Publication type:

Article

A Rainbow in Deep Network Black Boxes.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Guth, Florentin;
Ménard, Brice;
Rochette, Gaspar;
Mallat, Stéphane

Publication type:

Article

Optimal Locally Private Nonparametric Classification with Public Data.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Yuheng Ma;
Hanfang Yang

Publication type:

Article

Split Conformal Prediction and Non-Exchangeable Data.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Oliveira, Roberto I.;
Orenstein, Paulo;
Ramos, Thiago;
Romano, João Vitor

Publication type:

Article

Label Noise Robustness of Conformal Prediction.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Einbinder, Bat-Sheva;
Feldman, Shai;
Bates, Stephen;
Angelopoulos, Anastasios N.;
Gendler, Asaf;
Romano, Yaniv

Publication type:

Article

White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is?

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Yaodong Yu;
Buchanan, Sam;
Pai, Druv;
Tianzhe Chu;
Ziyang Wu;
Shengbang Tong;
Hao Bai;
Yuexiang Zhai;
Haeffele, Benjamin D.;
Yi Ma

Publication type:

Article

How Two-Layer Neural Networks Learn, One (Giant) Step at a Time.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Dandi, Yatin;
Krzakala, Florent;
Loureiro, Bruno;
Pesce, Luca;
Stephan, Ludovic

Publication type:

Article