Machine Learning

Authors and titles for recent submissions, skipping first 179

• 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 25 of 220 entries)

[180]  arXiv:2405.15254 (cross-list from stat.ML) [pdf, other]

Title: Novel Kernel Models and Exact Representor Theory for Neural Networks Beyond the Over-Parameterized Regime

Authors: Alistair Shilton, Sunil Gupta, Santu Rana, Svetha Venkatesh

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

[181]  arXiv:2405.15251 (cross-list from math.OC) [pdf, other]

Title: Learning to optimize: A tutorial for continuous and mixed-integer optimization

Authors: Xiaohan Chen, Jialin Liu, Wotao Yin

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

[182]  arXiv:2405.15230 (cross-list from cs.AI) [pdf, other]

Title: $i$REPO: $i$mplicit Reward Pairwise Difference based Empirical Preference Optimization

Authors: Long Tan Le, Han Shu, Tung-Anh Nguyen, Choong Seon Hong, Nguyen H. Tran

Comments: Under Review

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

[183]  arXiv:2405.15223 (cross-list from cs.CV) [pdf, other]

Title: iVideoGPT: Interactive VideoGPTs are Scalable World Models

Authors: Jialong Wu, Shaofeng Yin, Ningya Feng, Xu He, Dong Li, Jianye Hao, Mingsheng Long

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

[184]  arXiv:2405.15184 (cross-list from cs.CR) [pdf, other]

Title: TrojanForge: Adversarial Hardware Trojan Examples with Reinforcement Learning

Authors: Amin Sarihi, Peter Jamieson, Ahmad Patooghy, Abdel-Hameed A. Badawy

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

[185]  arXiv:2405.15172 (cross-list from stat.ML) [pdf, other]

Title: Learning the Distribution Map in Reverse Causal Performative Prediction

Authors: Daniele Bracale, Subha Maity, Moulinath Banerjee, Yuekai Sun

Comments: 17 pages, 4 figures

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

[186]  arXiv:2405.15167 (cross-list from stat.ML) [pdf, other]

Title: ProDAG: Projection-induced variational inference for directed acyclic graphs

Authors: Ryan Thompson, Edwin V. Bonilla, Robert Kohn

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

[187]  arXiv:2405.15164 (cross-list from cs.NE) [pdf, other]

Title: From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks

Authors: Jacob Russin, Sam Whitman McGrath, Danielle J. Williams, Lotem Elber-Dorozko

Comments: 32 pages (50 pages including references), 8 figures

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

[188]  arXiv:2405.15158 (cross-list from q-bio.BM) [pdf, other]

Title: ProtFAD: Introducing function-aware domains as implicit modality towards protein function perception

Authors: Mingqing Wang, Zhiwei Nie, Yonghong He, Zhixiang Ren

Comments: 16 pages, 6 figures, 5 tables

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

[189]  arXiv:2405.15154 (cross-list from cs.AI) [pdf, other]

Title: Online Prompt Pricing based on Combinatorial Multi-Armed Bandit and Hierarchical Stackelberg Game

Authors: Meiling Li, Hongrun Ren, Haixu Xiong, Zhenxing Qian, Xinpeng Zhang

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

[190]  arXiv:2405.15132 (cross-list from stat.ML) [pdf, other]

Title: Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification

Authors: Antonio Di Noia, Iuri Macocco, Aldo Glielmo, Alessandro Laio, Antonietta Mira

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST); Computation (stat.CO); Methodology (stat.ME)

[191]  arXiv:2405.15130 (cross-list from cs.SE) [pdf, other]

Title: OptLLM: Optimal Assignment of Queries to Large Language Models

Authors: Yueyue Liu, Hongyu Zhang, Yuantian Miao, Van-Hoang Le, Zhiqiang Li

Comments: This paper is accepted by ICWS 2024

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

[192]  arXiv:2405.15107 (cross-list from stat.ML) [pdf, ps, other]

Title: Is Algorithmic Stability Testable? A Unified Framework under Computational Constraints

Authors: Yuetian Luo, Rina Foygel Barber

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

[193]  arXiv:2405.15106 (cross-list from stat.ML) [pdf, other]

Title: Conformal Classification with Equalized Coverage for Adaptively Selected Groups

Authors: Yanfei Zhou, Matteo Sesia

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

[194]  arXiv:2405.15105 (cross-list from stat.ML) [pdf, other]

Title: Certified Inventory Control of Critical Resources

Authors: Ludvig Hult, Dave Zachariah, Petre Stoica

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

[195]  arXiv:2405.15103 (cross-list from cs.SD) [pdf, other]

Title: The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation

Authors: Nick Collins

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

[196]  arXiv:2405.15098 (cross-list from eess.IV) [pdf, ps, other]

Title: Magnetic Resonance Image Processing Transformer for General Reconstruction

Authors: Guoyao Shen, Mengyu Li, Stephan Anderson, Chad W. Farris, Xin Zhang

Comments: 29 pages, 3 figures, 3 tables

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Medical Physics (physics.med-ph)

[197]  arXiv:2405.15096 (cross-list from cs.SD) [pdf, other]

Title: Music Genre Classification: Training an AI model

Authors: Keoikantse Mogonediwa

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

[198]  arXiv:2405.15084 (cross-list from cs.DS) [pdf, other]

Title: Efficient Certificates of Anti-Concentration Beyond Gaussians

Authors: Ainesh Bakshi, Pravesh Kothari, Goutham Rajendran, Madhur Tulsiani, Aravindan Vijayaraghavan

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

[199]  arXiv:2405.15074 (cross-list from stat.ML) [pdf, other]

Title: 4+3 Phases of Compute-Optimal Neural Scaling Laws

Authors: Elliot Paquette, Courtney Paquette, Lechao Xiao, Jeffrey Pennington

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

[200]  arXiv:2405.15054 (cross-list from cs.MA) [pdf, other]

Title: Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning

Authors: Matteo Bettini, Ryan Kortvelesy, Amanda Prorok

Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)

[201]  arXiv:2405.15050 (cross-list from stat.ML) [pdf, ps, other]

Title: Provably Efficient Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs

Authors: Kihyuk Hong, Yufan Zhang, Ambuj Tewari

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

[202]  arXiv:2405.15039 (cross-list from cs.CL) [pdf, other]

Title: CEEBERT: Cross-Domain Inference in Early Exit BERT

Authors: Divya Jyoti Bajpai, Manjesh Kumar Hanawal

Comments: Accepted at ACL 2024

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

[203]  arXiv:2405.15036 (cross-list from cond-mat.stat-mech) [pdf, other]

Title: Input-driven circuit reconfiguration in critical recurrent neural networks.Marcelo O. Magnasco

Authors: Marcelo O. Magnasco

Comments: Supplementary Movies Available Upon Request

Subjects: Statistical Mechanics (cond-mat.stat-mech); Machine Learning (cs.LG); Neurons and Cognition (q-bio.NC)

[204]  arXiv:2405.15019 (cross-list from cs.RO) [pdf, other]

Title: Agentic Skill Discovery

Authors: Xufeng Zhao, Cornelius Weber, Stefan Wermter

Comments: Webpage see this https URL

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

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