Machine Learning

Authors and titles for recent submissions, skipping first 317

• Fri, 31 May 2024
• Thu, 30 May 2024
• Wed, 29 May 2024
• Tue, 28 May 2024
• Mon, 27 May 2024

Thu, 30 May 2024 (continued, showing 50 of 198 entries)

[318]  arXiv:2405.19019 (cross-list from stat.ML) [pdf, other]

Title: Physics-Aware Neural Implicit Solvers for multiscale, parametric PDEs with applications in heterogeneous media

Authors: Matthaios Chatzopoulos, Phaedon-Stelios Koutsourelakis

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

[319]  arXiv:2405.19015 (cross-list from eess.SY) [pdf, other]

Title: Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems

Authors: Xiaotong Cheng, Ioannis Tsetis, Setareh Maghsudi

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Multiagent Systems (cs.MA)

[320]  arXiv:2405.18997 (cross-list from stat.ML) [pdf, other]

Title: Kernel Semi-Implicit Variational Inference

Authors: Ziheng Cheng, Longlin Yu, Tianyu Xie, Shiyue Zhang, Cheng Zhang

Comments: ICML 2024 camera ready

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

[321]  arXiv:2405.18968 (cross-list from cs.AI) [pdf, other]

Title: UniIF: Unified Molecule Inverse Folding

Authors: Zhangyang Gao, Jue Wang, Cheng Tan, Lirong Wu, Yufei Huang, Siyuan Li, Zhirui Ye, Stan Z. Li

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

[322]  arXiv:2405.18952 (cross-list from cs.CL) [pdf, other]

Title: Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets

Authors: Peter Devine

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

[323]  arXiv:2405.18948 (cross-list from cs.RO) [pdf, other]

Title: Learning to Recover from Plan Execution Errors during Robot Manipulation: A Neuro-symbolic Approach

Authors: Namasivayam Kalithasan, Arnav Tuli, Vishal Bindal, Himanshu Gaurav Singh, Parag Singla, Rohan Paul

Comments: This work has been submitted to the IEEE for possible publication

Subjects: Robotics (cs.RO); Machine Learning (cs.LG)

[324]  arXiv:2405.18945 (cross-list from cs.CV) [pdf, ps, other]

Title: WTTFNet: A Weather-Time-Trajectory Fusion Network for Pedestrian Trajectory Prediction in Urban Complex

Authors: Ho Chun Wu, Esther Hoi Shan Lau, Paul Yuen, Kevin Hung, John Kwok Tai Chui, Andrew Kwok Fai Lui

Comments: 12 pages, 7 figures

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

[325]  arXiv:2405.18944 (cross-list from cond-mat.mtrl-sci) [pdf, other]

Title: Predicting Many Properties of Crystals by a Single Deep Learning Model

Authors: Haosheng Xu, Dongheng Qian, Jing Wang

Comments: 7 pages, 4 figures. The codes are available upon reasonable request

Subjects: Materials Science (cond-mat.mtrl-sci); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Machine Learning (cs.LG)

[326]  arXiv:2405.18942 (cross-list from cs.LO) [pdf, other]

Title: Verifiably Robust Conformal Prediction

Authors: Linus Jeary, Tom Kuipers, Mehran Hosseini, Nicola Paoletti

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

[327]  arXiv:2405.18941 (cross-list from cs.IR) [pdf, other]

Title: Content-Agnostic Moderation for Stance-Neutral Recommendation

Authors: Nan Li, Bo Kang, Tijl De Bie

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

[328]  arXiv:2405.18938 (cross-list from q-fin.TR) [pdf, other]

Title: HLOB -- Information Persistence and Structure in Limit Order Books

Authors: Antonio Briola, Silvia Bartolucci, Tomaso Aste

Comments: 34 pages, 7 figures, 7 tables, 3 equations

Subjects: Trading and Market Microstructure (q-fin.TR); Machine Learning (cs.LG)

[329]  arXiv:2405.18932 (cross-list from stat.ML) [pdf, other]

Title: A Mallows-like Criterion for Anomaly Detection with Random Forest Implementation

Authors: Gaoxiang Zhao, Lu Wang, Xiaoqiang Wang

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

[330]  arXiv:2405.18931 (cross-list from stat.ML) [pdf, other]

Title: EntProp: High Entropy Propagation for Improving Accuracy and Robustness

Authors: Shohei Enomoto

Comments: Accepted to UAI2024

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[331]  arXiv:2405.18929 (cross-list from stat.ML) [pdf, other]

Title: Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled Data

Authors: Hiroshi Takahashi, Tomoharu Iwata, Atsutoshi Kumagai, Yuuki Yamanaka

Comments: Under revirew. Code is available at this https URL

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

[332]  arXiv:2405.18918 (cross-list from astro-ph.EP) [pdf, other]

Title: Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach

Authors: Giacomo Acciarini, Laurent Beauregard, Dario Izzo

Comments: Paper presented and published in the proceedings of the 29th ISSFD Conference, Darmstadt, Germany, 2024

Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Machine Learning (cs.LG); Space Physics (physics.space-ph)

[333]  arXiv:2405.18906 (cross-list from cs.CL) [pdf, other]

Title: Language Generation with Strictly Proper Scoring Rules

Authors: Chenze Shao, Fandong Meng, Yijin Liu, Jie Zhou

Comments: ICML 2024

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

[334]  arXiv:2405.18888 (cross-list from eess.SY) [pdf, other]

Title: Proactive Load-Shaping Strategies with Privacy-Cost Trade-offs in Residential Households based on Deep Reinforcement Learning

Authors: Ruichang Zhang, Youcheng Sun, Mustafa A. Mustafa

Comments: 7 pages

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG)

[335]  arXiv:2405.18878 (cross-list from cs.CR) [pdf, other]

Title: Privacy Preserving Data Imputation via Multi-party Computation for Medical Applications

Authors: Julia Jentsch, Ali Burak Ünal, Şeyma Selcan Mağara, Mete Akgün

Comments: Submitted to IEEE International Conference on E-health Networking, Application & Services

Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG)

[336]  arXiv:2405.18871 (cross-list from cs.FL) [pdf, other]

Title: DFAMiner: Mining minimal separating DFAs from labelled samples

Authors: Daniele Dell'Erba, Yong Li, Sven Schewe

Comments: 24 pages including appendices and references; version for LearnAut workshop

Subjects: Formal Languages and Automata Theory (cs.FL); Machine Learning (cs.LG)

[337]  arXiv:2405.18861 (cross-list from cs.CV) [pdf, other]

Title: Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts

Authors: Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Comments: Published as a conference paper at ICLR 2024

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

[338]  arXiv:2405.18845 (cross-list from cs.CL) [pdf, other]

Title: Simulation, Modelling and Classification of Wiki Contributors: Spotting The Good, The Bad, and The Ugly

Authors: Silvia García Méndez, Fátima Leal, Benedita Malheiro, Juan Carlos Burguillo Rial, Bruno Veloso, Adriana E. Chis, Horacio González Vélez

Journal-ref: Simulation Modelling Practice and Theory, 120, 102616 (2022)

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

[339]  arXiv:2405.18843 (cross-list from cs.AI) [pdf, ps, other]

Title: Data-driven Machinery Fault Detection: A Comprehensive Review

Authors: Dhiraj Neupane, Mohamed Reda Bouadjenek, Richard Dazeley, Sunil Aryal

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

[340]  arXiv:2405.18836 (cross-list from stat.ME) [pdf, other]

Title: Do Finetti: On Causal Effects for Exchangeable Data

Authors: Siyuan Guo, Chi Zhang, Karthika Mohan, Ferenc Huszár, Bernhard Schölkopf

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

[341]  arXiv:2405.18831 (cross-list from cs.CV) [pdf, other]

Title: Evaluating Zero-Shot GPT-4V Performance on 3D Visual Question Answering Benchmarks

Authors: Simranjit Singh, Georgios Pavlakos, Dimitrios Stamoulis

Comments: Accepted at 1st Workshop on Multimodalities for 3D Scenes CVPR 2024

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

[342]  arXiv:2405.18816 (cross-list from cs.CV) [pdf, other]

Title: Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching

Authors: Yasi Zhang, Peiyu Yu, Yaxuan Zhu, Yingshan Chang, Feng Gao, Ying Nian Wu, Oscar Leong

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

[343]  arXiv:2405.18795 (cross-list from stat.ML) [pdf, other]

Title: Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost

Authors: Zhong Zheng, Haochen Zhang, Lingzhou Xue

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

[344]  arXiv:2405.18780 (cross-list from cs.AI) [pdf, other]

Title: Quantitative Certification of Bias in Large Language Models

Authors: Isha Chaudhary, Qian Hu, Manoj Kumar, Morteza Ziyadi, Rahul Gupta, Gagandeep Singh

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

[345]  arXiv:2405.18777 (cross-list from math.OC) [pdf, other]

Title: SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity

Authors: Tianshu Chu, Dachuan Xu, Wei Yao, Jin Zhang

Comments: Accepted by ICML 2024

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

[346]  arXiv:2405.18776 (cross-list from cs.CR) [pdf, other]

Title: LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models

Authors: Qin Yang, Meisam Mohammad, Han Wang, Ali Payani, Ashish Kundu, Kai Shu, Yan Yan, Yuan Hong

Comments: 18 pages, 15 figures

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

[347]  arXiv:2405.18768 (cross-list from q-bio.BM) [pdf, other]

Title: RNAFlow: RNA Structure & Sequence Design via Inverse Folding-Based Flow Matching

Authors: Divya Nori, Wengong Jin

Comments: Accepted to ICML 2024

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

[348]  arXiv:2405.18754 (cross-list from cs.DS) [pdf, other]

Title: GIST: Greedy Independent Set Thresholding for Diverse Data Summarization

Authors: Matthew Fahrbach, Srikumar Ramalingam, Morteza Zadimoghaddam, Sara Ahmadian, Gui Citovsky, Giulia DeSalvo

Comments: 15 pages, 1 figure

Subjects: Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG)

[349]  arXiv:2405.18746 (cross-list from quant-ph) [pdf, other]

Title: STIQ: Safeguarding Training and Inferencing of Quantum Neural Networks from Untrusted Cloud

Authors: Satwik Kundu, Swaroop Ghosh

Subjects: Quantum Physics (quant-ph); Machine Learning (cs.LG)

[350]  arXiv:2405.18732 (cross-list from physics.geo-ph) [pdf, ps, other]

Title: Gemini & Physical World: Large Language Models Can Estimate the Intensity of Earthquake Shaking from Multi-Modal Social Media Posts

Authors: S. Mostafa Mousavi, Marc Stogaitis, Tajinder Gadh, Richard M Allen, Alexei Barski, Robert Bosch, Patrick Robertson, Nivetha Thiruverahan, Youngmin Cho

Subjects: Geophysics (physics.geo-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Applied Physics (physics.app-ph)

[351]  arXiv:2405.18724 (cross-list from q-bio.QM) [pdf, other]

Title: Adapting Differential Molecular Representation with Hierarchical Prompts for Multi-label Property Prediction

Authors: Linjia Kang, Songhua Zhou, Shuyan Fang, Shichao Liu, Wen Zhang

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

[352]  arXiv:2405.18687 (cross-list from cs.RO) [pdf, ps, other]

Title: Advancing Household Robotics: Deep Interactive Reinforcement Learning for Efficient Training and Enhanced Performance

Authors: Arpita Soni, Sujatha Alla, Suresh Dodda, Hemanth Volikatla

Journal-ref: Vol. 20 No. 3s (2024)

Subjects: Robotics (cs.RO); Machine Learning (cs.LG)

[353]  arXiv:2405.18686 (cross-list from stat.ML) [pdf, other]

Title: Rejection via Learning Density Ratios

Authors: Alexander Soen, Hisham Husain, Philip Schulz, Vu Nguyen

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

[354]  arXiv:2405.18682 (cross-list from cs.CL) [pdf, other]

Title: Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension

Authors: Shubham Vatsal, Ayush Singh

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

[355]  arXiv:2405.18680 (cross-list from cs.DS) [pdf, ps, other]

Title: Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits

Authors: Haya Diwan, Jinrui Gou, Cameron Musco, Christopher Musco, Torsten Suel

Subjects: Data Structures and Algorithms (cs.DS); Computational Geometry (cs.CG); Databases (cs.DB); Machine Learning (cs.LG)

[356]  arXiv:2405.18662 (cross-list from cs.CL) [pdf, other]

Title: Understanding Intrinsic Socioeconomic Biases in Large Language Models

Authors: Mina Arzaghi, Florian Carichon, Golnoosh Farnadi

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

[357]  arXiv:2405.18639 (cross-list from q-bio.NC) [pdf, other]

Title: Improving Speech Decoding from ECoG with Self-Supervised Pretraining

Authors: Brian A. Yuan, Joseph G. Makin

Subjects: Neurons and Cognition (q-bio.NC); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[358]  arXiv:2405.18622 (cross-list from quant-ph) [pdf, other]

Title: Biclustering a dataset using photonic quantum computing

Authors: Ajinkya Borle, Ameya Bhave

Comments: 32 pages, 5 figures, 6 tables

Subjects: Quantum Physics (quant-ph); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Optics (physics.optics)

[359]  arXiv:2405.18614 (cross-list from cs.HC) [pdf, other]

Title: Augmented Physics: A Machine Learning-Powered Tool for Creating Interactive Physics Simulations from Static Diagrams

Authors: Aditya Gunturu, Yi Wen, Jarin Thundathil, Nandi Zhang, Rubaiat Habib Kazi, Ryo Suzuki

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

[360]  arXiv:2405.18613 (cross-list from cs.CL) [pdf, ps, other]

Title: GLOCON Database: Design Decisions and User Manual (v1.0)

Authors: Ali Hürriyetoğlu, Osman Mutlu, Fırat Duruşan, Erdem Yörük

Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY); Databases (cs.DB); Machine Learning (cs.LG)

[361]  arXiv:2405.18601 (cross-list from stat.ML) [pdf, other]

Title: From Conformal Predictions to Confidence Regions

Authors: Charles Guille-Escuret, Eugene Ndiaye

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

[362]  arXiv:2405.18590 (cross-list from stat.ML) [pdf, other]

Title: A Margin-based Multiclass Generalization Bound via Geometric Complexity

Authors: Michael Munn, Benoit Dherin, Javier Gonzalvo

Comments: Accepted as an ICML 2023 workshop paper (Topology, Algebra and Geometry in Machine Learning)

Journal-ref: Proceedings of 2nd Annual Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML), PMLR 221:189-205, 2023

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

[363]  arXiv:2405.18580 (cross-list from cs.AI) [pdf, other]

Title: Artificial Intelligence in Industry 4.0: A Review of Integration Challenges for Industrial Systems

Authors: Alexander Windmann, Philipp Wittenberg, Marvin Schieseck, Oliver Niggemann

Comments: 16 pages, 4 figures

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

[364]  arXiv:2405.18577 (cross-list from math.OC) [pdf, other]

Title: Single-loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions

Authors: Quanqi Hu, Qi Qi, Zhaosong Lu, Tianbao Yang

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

[365]  arXiv:2405.18570 (cross-list from cs.CV) [pdf, other]

Title: Its Not a Modality Gap: Characterizing and Addressing the Contrastive Gap

Authors: Abrar Fahim, Alex Murphy, Alona Fyshe

Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[366]  arXiv:2405.18568 (cross-list from cs.DS) [pdf, other]

Title: Warm-starting Push-Relabel

Authors: Sami Davies, Sergei Vassilvitskii, Yuyan Wang

Subjects: Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG)

[367]  arXiv:2405.18560 (cross-list from cs.CV) [pdf, other]

Title: Potential Field Based Deep Metric Learning

Authors: Shubhang Bhatnagar, Narendra Ahuja

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

• Fri, 31 May 2024
• Thu, 30 May 2024
• Wed, 29 May 2024
• Tue, 28 May 2024
• Mon, 27 May 2024