Machine Learning

Authors and titles for recent submissions, skipping first 129

• Mon, 27 May 2024
• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024

Mon, 27 May 2024 (continued, showing 50 of 220 entries)

[130]  arXiv:2405.15729 (cross-list from cs.SE) [pdf, other]

Title: Optimizing Large Language Models for OpenAPI Code Completion

Authors: Bohdan Petryshyn, Mantas Lukoševičius

Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL); Machine Learning (cs.LG)

[131]  arXiv:2405.15727 (cross-list from stat.ML) [pdf, other]

Title: Anomalous Change Point Detection Using Probabilistic Predictive Coding

Authors: Roelof G. Hup, Julian P. Merkofer, Alex A. Bhogal, Ruud J.G. van Sloun, Reinder Haakma, Rik Vullings

Comments: Submitted to Machine Learning

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[132]  arXiv:2405.15723 (cross-list from cs.LO) [pdf, other]

Title: Bisimulation Learning

Authors: Alessandro Abate, Mirco Giacobbe, Yannik Schnitzer

Subjects: Logic in Computer Science (cs.LO); Machine Learning (cs.LG)

[133]  arXiv:2405.15719 (cross-list from cs.CV) [pdf, other]

Title: Hierarchical Uncertainty Exploration via Feedforward Posterior Trees

Authors: Elias Nehme, Rotem Mulayoff, Tomer Michaeli

Comments: 32 pages, 21 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV); Machine Learning (stat.ML)

[134]  arXiv:2405.15712 (cross-list from stat.ML) [pdf, other]

Title: Infinite Limits of Multi-head Transformer Dynamics

Authors: Blake Bordelon, Hamza Tahir Chaudhry, Cengiz Pehlevan

Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)

[135]  arXiv:2405.15699 (cross-list from stat.ML) [pdf, other]

Title: Dimension-free deterministic equivalents for random feature regression

Authors: Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz

Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)

[136]  arXiv:2405.15687 (cross-list from cs.CV) [pdf, other]

Title: Chain-of-Thought Prompting for Demographic Inference with Large Multimodal Models

Authors: Yongsheng Yu, Jiebo Luo

Comments: Accepted to ICME 2024

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[137]  arXiv:2405.15676 (cross-list from stat.ML) [pdf, other]

Title: Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems

Authors: Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Numerical Analysis (math.NA)

[138]  arXiv:2405.15655 (cross-list from cs.SD) [pdf, other]

Title: HiddenSpeaker: Generate Imperceptible Unlearnable Audios for Speaker Verification System

Authors: Zhisheng Zhang, Pengyang Huang

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[139]  arXiv:2405.15643 (cross-list from stat.ML) [pdf, other]

Title: Reducing the cost of posterior sampling in linear inverse problems via task-dependent score learning

Authors: Fabian Schneider, Duc-Lam Duong, Matti Lassas, Maarten V. de Hoop, Tapio Helin

Comments: 23 pages, 2 figues

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Analysis of PDEs (math.AP); Numerical Analysis (math.NA); Probability (math.PR)

[140]  arXiv:2405.15636 (cross-list from cs.CV) [pdf, other]

Title: Visualize and Paint GAN Activations

Authors: Rudolf Herdt, Peter Maass

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[141]  arXiv:2405.15625 (cross-list from stat.ML) [pdf, other]

Title: Nonlinear denoising score matching for enhanced learning of structured distributions

Authors: Jeremiah Birrell, Markos A. Katsoulakis, Luc Rey-Bellet, Benjamin Zhang, Wei Zhu

Comments: 14 pages, 8 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[142]  arXiv:2405.15616 (cross-list from cs.AI) [pdf, other]

Title: Neuromorphic dreaming: A pathway to efficient learning in artificial agents

Authors: Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[143]  arXiv:2405.15600 (cross-list from stat.ML) [pdf, ps, other]

Title: Transfer Learning for Spatial Autoregressive Models

Authors: Hao Zeng, Wei Zhong, Xingbai Xu

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Econometrics (econ.EM); Methodology (stat.ME)

[144]  arXiv:2405.15579 (cross-list from econ.EM) [pdf, other]

Title: Generating density nowcasts for U.S. GDP growth with deep learning: Bayes by Backprop and Monte Carlo dropout

Authors: Kristóf Németh, Dániel Hadházi

Subjects: Econometrics (econ.EM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[145]  arXiv:2405.15545 (cross-list from math.OC) [pdf, other]

Title: Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations

Authors: Alexander Tyurin, Kaja Gruntkowska, Peter Richtárik

Comments: 43 pages, 2 figures

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG); Machine Learning (stat.ML)

[146]  arXiv:2405.15544 (cross-list from q-bio.QM) [pdf, other]

Title: Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction

Authors: Zeyu Wang, Tianyi Jiang, Yao Lu, Xiaoze Bao, Shanqing Yu, Bin Wei, Qi Xuan

Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[147]  arXiv:2405.15542 (cross-list from cs.NI) [pdf, other]

Title: SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing

Authors: Haoxuan Yuan, Zhe Chen, Zheng Lin, Jinbo Peng, Zihan Fang, Yuhang Zhong, Zihang Song, Yue Gao

Comments: 13 pages, 16 figures

Subjects: Networking and Internet Architecture (cs.NI); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Signal Processing (eess.SP)

[148]  arXiv:2405.15539 (cross-list from stat.ML) [pdf, other]

Title: A generalized neural tangent kernel for surrogate gradient learning

Authors: Luke Eilers, Raoul-Martin Memmesheimer, Sven Goedeke

Comments: 52 pages, 3 figures + 2 supplementary figures

Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Probability (math.PR); Neurons and Cognition (q-bio.NC)

[149]  arXiv:2405.15524 (cross-list from cs.CV) [pdf, other]

Title: Polyp Segmentation Generalisability of Pretrained Backbones

Authors: Edward Sanderson, Bogdan J. Matuszewski

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[150]  arXiv:2405.15523 (cross-list from cs.CL) [pdf, other]

Title: Mosaic Memory: Fuzzy Duplication in Copyright Traps for Large Language Models

Authors: Igor Shilov, Matthieu Meeus, Yves-Alexandre de Montjoye

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[151]  arXiv:2405.15517 (cross-list from eess.IV) [pdf, other]

Title: Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction

Authors: Yuyang Xue, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris

Comments: The paper is accpeted by MIDL 2024

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[152]  arXiv:2405.15514 (cross-list from stat.ML) [pdf, other]

Title: On the Convexity and Reliability of the Bethe Free Energy Approximation

Authors: Harald Leisenberger, Christian Knoll, Franz Pernkopf

Comments: This work has been submitted to the Journal of Machine Learning Research (JMLR) for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[153]  arXiv:2405.15509 (cross-list from math.OC) [pdf, other]

Title: Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces

Authors: Angeliki Kamoutsi, Peter Schmitt-Förster, Tobias Sutter, Volkan Cevher, John Lygeros

Comments: 29 pages, 4 figures

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG)

[154]  arXiv:2405.15508 (cross-list from hep-ex) [pdf, other]

Title: Human-in-the-loop Reinforcement Learning for Data Quality Monitoring in Particle Physics Experiments

Authors: Olivia Jullian Parra, Julián García Pardiñas, Lorenzo Del Pianta Pérez, Maximilian Janisch, Suzanne Klaver, Thomas Lehéricy, Nicola Serra

Subjects: High Energy Physics - Experiment (hep-ex); Machine Learning (cs.LG)

[155]  arXiv:2405.15500 (cross-list from eess.IV) [pdf, other]

Title: Hierarchical Loss And Geometric Mask Refinement For Multilabel Ribs Segmentation

Authors: Aleksei Leonov, Aleksei Zakharov, Sergey Koshelev, Maxim Pisov, Anvar Kurmukov, Mikhail Belyaev

Comments: Accepted to IEEE ISBI 2024

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[156]  arXiv:2405.15489 (cross-list from q-bio.BM) [pdf, other]

Title: Out of Many, One: Designing and Scaffolding Proteins at the Scale of the Structural Universe with Genie 2

Authors: Yeqing Lin, Minji Lee, Zhao Zhang, Mohammed AlQuraishi

Subjects: Biomolecules (q-bio.BM); Machine Learning (cs.LG)

[157]  arXiv:2405.15485 (cross-list from cs.AI) [pdf, other]

Title: Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs

Authors: Siyuan Guo, Aniket Didolkar, Nan Rosemary Ke, Anirudh Goyal, Ferenc Huszár, Bernhard Schölkopf

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[158]  arXiv:2405.15473 (cross-list from stat.ML) [pdf, other]

Title: Encoder Embedding for General Graph and Node Classification

Authors: Cencheng Shen

Comments: 26 pages

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Social and Information Networks (cs.SI)

[159]  arXiv:2405.15459 (cross-list from stat.ML) [pdf, other]

Title: Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions

Authors: Luca Arnaboldi, Yatin Dandi, Florent Krzakala, Luca Pesce, Ludovic Stephan

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[160]  arXiv:2405.15452 (cross-list from cs.CL) [pdf, other]

Title: Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top

Authors: Keyuan Cheng, Muhammad Asif Ali, Shu Yang, Gang Ling, Yuxuan Zhai, Haoyang Fei, Ke Xu, Lu Yu, Lijie Hu, Di Wang

Comments: 18 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[161]  arXiv:2405.15442 (cross-list from eess.IV) [pdf, other]

Title: Towards Precision Healthcare: Robust Fusion of Time Series and Image Data

Authors: Ali Rasekh, Reza Heidari, Amir Hosein Haji Mohammad Rezaie, Parsa Sharifi Sedeh, Zahra Ahmadi, Prasenjit Mitra, Wolfgang Nejdl

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[162]  arXiv:2405.15441 (cross-list from stat.ML) [pdf, other]

Title: Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances

Authors: Jie Wang, March Boedihardjo, Yao Xie

Comments: 44 pages, 7 figures, 4 tables

Subjects: Machine Learning (stat.ML); Computational Complexity (cs.CC); Machine Learning (cs.LG)

[163]  arXiv:2405.15438 (cross-list from cs.CV) [pdf, other]

Title: Comparing remote sensing-based forest biomass mapping approaches using new forest inventory plots in contrasting forests in northeastern and southwestern China

Authors: Wenquan Dong, Edward T.A. Mitchard, Yuwei Chen, Man Chen, Congfeng Cao, Peilun Hu, Cong Xu, Steven Hancock

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[164]  arXiv:2405.15434 (cross-list from cs.CV) [pdf, other]

Title: Biometrics and Behavioral Modelling for Detecting Distractions in Online Learning

Authors: Álvaro Becerra, Javier Irigoyen, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fierrez, Mutlu Cukurova

Comments: Accepted in CEDI 2024 (VII Congreso Espa\~nol de Inform\'atica), A Coru\~na, Spain

Subjects: Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)

[165]  arXiv:2405.15431 (cross-list from math.OC) [pdf, other]

Title: Counterfactual Explanations for Linear Optimization

Authors: Jannis Kurtz, Ş. İlker Birbil, Dick den Hertog

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG)

[166]  arXiv:2405.15428 (cross-list from cs.CV) [pdf, other]

Title: Enhancing Pollinator Conservation towards Agriculture 4.0: Monitoring of Bees through Object Recognition

Authors: Ajay John Alex, Chloe M. Barnes, Pedro Machado, Isibor Ihianle, Gábor Markó, Martin Bencsik, Jordan J. Bird

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[167]  arXiv:2405.15412 (cross-list from physics.ao-ph) [pdf, other]

Title: ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions

Authors: Zijie Guo, Pumeng Lyu, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[168]  arXiv:2405.15406 (cross-list from physics.flu-dyn) [pdf, other]

Title: A Misleading Gallery of Fluid Motion by Generative Artificial Intelligence

Authors: Ali Kashefi

Subjects: Fluid Dynamics (physics.flu-dyn); Machine Learning (cs.LG)

[169]  arXiv:2405.15393 (cross-list from stat.ML) [pdf, other]

Title: Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization

Authors: Thomas Nagler, Lennart Schneider, Bernd Bischl, Matthias Feurer

Comments: 39 pages, 4 tables, 29 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[170]  arXiv:2405.15379 (cross-list from stat.ML) [pdf, ps, other]

Title: Log-Concave Sampling on Compact Supports: A Versatile Proximal Framework

Authors: Lu Yu

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Probability (math.PR); Statistics Theory (math.ST)

[171]  arXiv:2405.15358 (cross-list from stat.ML) [pdf, ps, other]

Title: Coordinated Multi-Neighborhood Learning on a Directed Acyclic Graph

Authors: Stephen Smith, Qing Zhou

Comments: 13 pages, 6 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[172]  arXiv:2405.15357 (cross-list from stat.ML) [pdf, other]

Title: Strong screening rules for group-based SLOPE models

Authors: Fabio Feser, Marina Evangelou

Comments: 31 pages, 18 figures, 10 tables

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[173]  arXiv:2405.15346 (cross-list from cs.CL) [pdf, other]

Title: BiSup: Bidirectional Quantization Error Suppression for Large Language Models

Authors: Minghui Zou, Ronghui Guo, Sai Zhang, Xiaowang Zhang, Zhiyong Feng

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[174]  arXiv:2405.15337 (cross-list from stat.ML) [pdf, other]

Title: Discriminative Estimation of Total Variation Distance: A Fidelity Auditor for Generative Data

Authors: Lan Tao, Shirong Xu, Chi-Hua Wang, Namjoon Suh, Guang Cheng

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[175]  arXiv:2405.15330 (cross-list from cs.CV) [pdf, other]

Title: Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model

Authors: Mingyang Yi, Aoxue Li, Yi Xin, Zhenguo Li

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[176]  arXiv:2405.15302 (cross-list from cs.AI) [pdf, other]

Title: Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation

Authors: Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[177]  arXiv:2405.15294 (cross-list from stat.ML) [pdf, ps, other]

Title: Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision

Authors: Stefan Dietrich, Julian Rodemann, Christoph Jansen

Comments: Accepted at the 11th International Conference on Soft Methods in Probability and Statistics (SMPS) 2024

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)

[178]  arXiv:2405.15280 (cross-list from cs.IR) [pdf, other]

Title: DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback

Authors: Yiqing Wu, Ruobing Xie, Zhao Zhang, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Zhanhui Kang, Yongjun Xu

Comments: Accepted by KDD 2024 Research Track

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[179]  arXiv:2405.15269 (cross-list from cs.CV) [pdf, other]

Title: BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection

Authors: Yuwei Niu, Shuo He, Qi Wei, Feng Liu, Lei Feng

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

• Mon, 27 May 2024
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• Tue, 21 May 2024
• Mon, 20 May 2024