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Authors and titles for recent submissions, skipping first 106

• Wed, 12 Jun 2024
• Tue, 11 Jun 2024
• Mon, 10 Jun 2024
• Fri, 7 Jun 2024
• Thu, 6 Jun 2024

Tue, 11 Jun 2024 (continued, showing 10 of 76 entries)

[107]  arXiv:2406.05882 (cross-list from cs.LG) [pdf, other]

Title: Distributional Preference Alignment of LLMs via Optimal Transport

Authors: Igor Melnyk, Youssef Mroueh, Brian Belgodere, Mattia Rigotti, Apoorva Nitsure, Mikhail Yurochkin, Kristjan Greenewald, Jiri Navratil, Jerret Ross

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

[108]  arXiv:2406.05869 (cross-list from math.PR) [pdf, other]

Title: An Analysis of Elo Rating Systems via Markov Chains

Authors: Sam Olesker-Taylor, Luca Zanetti

Comments: Manuscript in conference style: 9-page body, 2-page bibliography, 16-page appendix (which includes proofs)

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

[109]  arXiv:2406.05855 (cross-list from cs.LG) [pdf, other]

Title: Self-Distilled Disentangled Learning for Counterfactual Prediction

Authors: Xinshu Li, Mingling Gong, Lina Yao

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

[110]  arXiv:2406.05830 (cross-list from math.OC) [pdf, other]

Title: Probabilistic Approach to Black-Box Binary Optimization with Budget Constraints: Application to Sensor Placement

Authors: Ahmed Attia

Comments: 54 pages, 20 figures, 6 sections, 2 appendices

Subjects: Optimization and Control (math.OC); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG); Combinatorics (math.CO); Applications (stat.AP)

[111]  arXiv:2406.05822 (cross-list from cs.LG) [pdf, other]

Title: Symmetric Matrix Completion with ReLU Sampling

Authors: Huikang Liu, Peng Wang, Longxiu Huang, Qing Qu, Laura Balzano

Comments: 39 pages, 9 figures; This work has been accepted for publication in the Proceedings of the 41st International Conference on Machine Learning (ICML 2024)

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

[112]  arXiv:2406.05738 (cross-list from q-bio.BM) [pdf, other]

Title: Smiles2Dock: an open large-scale multi-task dataset for ML-based molecular docking

Authors: Thomas Le Menestrel, Manuel Rivas

Subjects: Biomolecules (q-bio.BM); Machine Learning (cs.LG); Applications (stat.AP); Computation (stat.CO)

[113]  arXiv:2406.05710 (cross-list from cs.LG) [pdf, other]

Title: Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits

Authors: Ambrus Tamás, Szabolcs Szentpéteri, Balázs Csanád Csáji

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

[114]  arXiv:2406.05679 (cross-list from cs.DL) [pdf, ps, other]

Title: Metrics sonification: The introduction of new ways to present bibliometric data using publication data of Loet Leydesdorff as an example

Authors: Lutz Bornmann, Rouven Lazlo Haegner

Comments: The paper will be published in a special issue of the journal Scientometrics that is dedicated to Loet Leydesdorff

Subjects: Digital Libraries (cs.DL); Applications (stat.AP)

[115]  arXiv:2406.05666 (cross-list from cs.LG) [pdf, other]

Title: General Distribution Learning: A theoretical framework for Deep Learning

Authors: Binchuan Qi, Li Li, Wei Gong

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

[116]  arXiv:2406.05660 (cross-list from cs.LG) [pdf, other]

Title: Injecting Undetectable Backdoors in Deep Learning and Language Models

Authors: Alkis Kalavasis, Amin Karbasi, Argyris Oikonomou, Katerina Sotiraki, Grigoris Velegkas, Manolis Zampetakis

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

• Wed, 12 Jun 2024
• Tue, 11 Jun 2024
• Mon, 10 Jun 2024
• Fri, 7 Jun 2024
• Thu, 6 Jun 2024