Machine Learning

Authors and titles for recent submissions, skipping first 481

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

Fri, 24 May 2024 (continued, showing 25 of 429 entries)

[482]  arXiv:2405.14848 (cross-list from stat.ML) [pdf, other]

Title: Local Causal Discovery for Structural Evidence of Direct Discrimination

Authors: Jacqueline Maasch, Kyra Gan, Violet Chen, Agni Orfanoudaki, Nil-Jana Akpinar, Fei Wang

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

[483]  arXiv:2405.14840 (cross-list from stat.ML) [pdf, other]

Title: Differentiable Annealed Importance Sampling Minimizes The Jensen-Shannon Divergence Between Initial and Target Distribution

Authors: Johannes Zenn, Robert Bamler

Comments: 22 pages, including 9 pages of main text and 11 pages of appendix, conference paper at ICML 2024

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

[484]  arXiv:2405.14838 (cross-list from cs.CL) [pdf, other]

Title: From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Authors: Yuntian Deng, Yejin Choi, Stuart Shieber

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

[485]  arXiv:2405.14830 (cross-list from hep-lat) [pdf, other]

Title: Deep learning lattice gauge theories

Authors: Anuj Apte, Anthony Ashmore, Clay Cordova, Tzu-Chen Huang

Subjects: High Energy Physics - Lattice (hep-lat); Disordered Systems and Neural Networks (cond-mat.dis-nn); Strongly Correlated Electrons (cond-mat.str-el); Machine Learning (cs.LG); High Energy Physics - Theory (hep-th)

[486]  arXiv:2405.14822 (cross-list from cs.CV) [pdf, other]

Title: PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher

Authors: Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

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

[487]  arXiv:2405.14808 (cross-list from cs.CL) [pdf, other]

Title: Implicit Personalization in Language Models: A Systematic Study

Authors: Zhijing Jin, Nils Heil, Jiarui Liu, Shehzaad Dhuliawala, Yahang Qi, Bernhard Schölkopf, Rada Mihalcea, Mrinmaya Sachan

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)

[488]  arXiv:2405.14806 (cross-list from physics.data-an) [pdf, other]

Title: Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics

Authors: Jonas Spinner, Victor Bresó, Pim de Haan, Tilman Plehn, Jesse Thaler, Johann Brehmer

Comments: 10+12 pages, 5+2 figures, 2 tables

Subjects: Data Analysis, Statistics and Probability (physics.data-an); Machine Learning (cs.LG); High Energy Physics - Phenomenology (hep-ph); Machine Learning (stat.ML)

[489]  arXiv:2405.14779 (cross-list from cs.CL) [pdf, other]

Title: Smart Bilingual Focused Crawling of Parallel Documents

Authors: Cristian García-Romero, Miquel Esplà-Gomis, Felipe Sánchez-Martínez

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

[490]  arXiv:2405.14778 (cross-list from stat.ML) [pdf, ps, other]

Title: Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms

Authors: Dimitri Meunier, Zikai Shen, Mattes Mollenhauer, Arthur Gretton, Zhu Li

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

[491]  arXiv:2405.14776 (cross-list from cond-mat.str-el) [pdf, other]

Title: Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations

Authors: Supriyo Ghosh, Sheng Zhang, Chen Cheng, Gia-Wei Chern

Comments: 17 pages, 11 figures

Subjects: Strongly Correlated Electrons (cond-mat.str-el); Materials Science (cond-mat.mtrl-sci); Machine Learning (cs.LG)

[492]  arXiv:2405.14768 (cross-list from cs.CL) [pdf, other]

Title: WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models

Authors: Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen

Comments: Work in progress

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

[493]  arXiv:2405.14767 (cross-list from q-fin.ST) [pdf, other]

Title: FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

Authors: Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, Christina Dan Wang

Comments: FinRobot Whitepaper V1.0

Subjects: Statistical Finance (q-fin.ST); Computation and Language (cs.CL); Machine Learning (cs.LG); Trading and Market Microstructure (q-fin.TR)

[494]  arXiv:2405.14766 (cross-list from cs.CL) [pdf, other]

Title: Evaluating Large Language Models for Public Health Classification and Extraction Tasks

Authors: Joshua Harris, Timothy Laurence, Leo Loman, Fan Grayson, Toby Nonnenmacher, Harry Long, Loes WalsGriffith, Amy Douglas, Holly Fountain, Stelios Georgiou, Jo Hardstaff, Kathryn Hopkins, Y-Ling Chi, Galena Kuyumdzhieva, Lesley Larkin, Samuel Collins, Hamish Mohammed, Thomas Finnie, Luke Hounsome, Steven Riley

Comments: 33 pages. Feedback and comments are highly appreciated

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

[495]  arXiv:2405.14758 (cross-list from cs.GT) [pdf, ps, other]

Title: Axioms for AI Alignment from Human Feedback

Authors: Luise Ge, Daniel Halpern, Evi Micha, Ariel D. Procaccia, Itai Shapira, Yevgeniy Vorobeychik, Junlin Wu

Subjects: Computer Science and Game Theory (cs.GT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[496]  arXiv:2405.14754 (cross-list from cs.CE) [pdf, other]

Title: Applied Machine Learning to Anomaly Detection in Enterprise Purchase Processes

Authors: A. Herreros-Martínez, R. Magdalena-Benedicto, J. Vila-Francés, A.J. Serrano-López, S. Pérez-Díaz

Subjects: Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)

[497]  arXiv:2405.14753 (cross-list from cs.SE) [pdf, other]

Title: A Transformer-Based Approach for Smart Invocation of Automatic Code Completion

Authors: Aral de Moor, Arie van Deursen, Maliheh Izadi

Comments: 10 pages, 3 figures; Accepted at FSE AIWARE'24

Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)

[498]  arXiv:2405.14750 (cross-list from astro-ph.SR) [pdf, other]

Title: Extreme Solar Flare Prediction Using Residual Networks with HMI Magnetograms and Intensitygrams

Authors: Juyoung Yun, Jungmin Shin

Comments: submitted to SPAICE Conference 2024

Subjects: Solar and Stellar Astrophysics (astro-ph.SR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[499]  arXiv:2405.14741 (cross-list from math.OC) [pdf, other]

Title: Bagging Improves Generalization Exponentially

Authors: Huaqian Jie, Donghao Ying, Henry Lam, Wotao Yin

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

[500]  arXiv:2405.14736 (cross-list from cs.CV) [pdf, other]

Title: GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost

Authors: Xinyi Shang, Peng Sun, Tao Lin

Comments: this https URL

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

[501]  arXiv:2405.14734 (cross-list from cs.CL) [pdf, other]

Title: SimPO: Simple Preference Optimization with a Reference-Free Reward

Authors: Yu Meng, Mengzhou Xia, Danqi Chen

Comments: Code: this https URL

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

[502]  arXiv:2405.14730 (cross-list from cs.CV) [pdf, other]

Title: Embedding Compression for Efficient Re-Identification

Authors: Luke McDermott

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

[503]  arXiv:2405.14728 (cross-list from cs.AI) [pdf, ps, other]

Title: Intervention and Conditioning in Causal Bayesian Networks

Authors: Sainyam Galhotra, Joseph Y. Halpern

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

[504]  arXiv:2405.14719 (cross-list from math.OC) [pdf, other]

Title: Decision-Focused Forecasting: Decision Losses for Multistage Optimisation

Authors: Egon Peršak, Miguel F. Anjos

Comments: Under review. Preprint

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

[505]  arXiv:2405.14677 (cross-list from cs.CV) [pdf, other]

Title: RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance

Authors: Zhicheng Sun, Zhenhao Yang, Yang Jin, Haozhe Chi, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Di Zhang, Yang Song, Kun Gai, Yadong Mu

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

[506]  arXiv:2405.14630 (cross-list from stat.ML) [pdf, ps, other]

Title: Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension

Authors: Kedar Karhadkar, Michael Murray, Guido Montúfar

Comments: 47 pages

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

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