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Authors and titles for recent submissions, skipping first 92

• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024
• Fri, 10 May 2024
• Thu, 9 May 2024

Tue, 14 May 2024 (continued, showing 10 of 72 entries)

[93]  arXiv:2405.07473 (cross-list from cs.LG) [pdf, other]

Title: Intrinsic Rewards for Exploration without Harm from Observational Noise: A Simulation Study Based on the Free Energy Principle

Authors: Theodore Jerome Tinker, Kenji Doya, Jun Tani

Comments: 54 pages, 11 figures, to be published in Neural Computation

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

[94]  arXiv:2405.07374 (cross-list from cs.LG) [pdf, other]

Title: Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration

Authors: Shi-ang Qi, Yakun Yu, Russell Greiner

Comments: Accepted to ICML 2024

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

[95]  arXiv:2405.07359 (cross-list from cs.LG) [pdf, other]

Title: Forecasting with an N-dimensional Langevin Equation and a Neural-Ordinary Differential Equation

Authors: Antonio Malpica-Morales, Miguel A. Duran-Olivencia, Serafim Kalliadasis

Comments: 26 pages, 7 figures

Journal-ref: Chaos, 34, 043105 (2024)

Subjects: Machine Learning (cs.LG); Dynamical Systems (math.DS); Data Analysis, Statistics and Probability (physics.data-an); Methodology (stat.ME)

[96]  arXiv:2405.07343 (cross-list from eess.SY) [pdf, other]

Title: Graph neural networks for power grid operational risk assessment under evolving grid topology

Authors: Yadong Zhang, Pranav M Karve, Sankaran Mahadevan

Comments: Manuscript submitted to Applied Energy

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

[97]  arXiv:2405.07331 (cross-list from cs.LG) [pdf, other]

Title: Stochastic Bandits with ReLU Neural Networks

Authors: Kan Xu, Hamsa Bastani, Surbhi Goel, Osbert Bastani

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

[98]  arXiv:2405.07292 (cross-list from econ.EM) [pdf, other]

Title: Kernel Three Pass Regression Filter

Authors: Rajveer Jat, Daanish Padha

Comments: Keywords: Forecasting, High dimension, Approximate factor model, Reproducing Kernel Hilbert space, Three-pass regression filter

Subjects: Econometrics (econ.EM); Statistical Finance (q-fin.ST); Methodology (stat.ME)

[99]  arXiv:2405.07220 (cross-list from cs.LG) [pdf, other]

Title: On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition

Authors: Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee

Comments: Conference on Causal Learning and Reasoning (CLeaR), 2023

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

[100]  arXiv:2405.07098 (cross-list from cs.LG) [pdf, other]

Title: Interpretable global minima of deep ReLU neural networks on sequentially separable data

Authors: Thomas Chen, Patricia Muñoz Ewald

Comments: AMS Latex, 22 pages, 3 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Mathematical Physics (math-ph); Optimization and Control (math.OC); Machine Learning (stat.ML)

[101]  arXiv:2405.07038 (cross-list from cs.GT) [pdf, other]

Title: Conformal Online Auction Design

Authors: Jiale Han, Xiaowu Dai

Subjects: Computer Science and Game Theory (cs.GT); Machine Learning (cs.LG); Machine Learning (stat.ML)

[102]  arXiv:2405.07020 (cross-list from cs.LG) [pdf, other]

Title: Adaptive Online Bayesian Estimation of Frequency Distributions with Local Differential Privacy

Authors: Soner Aydin, Sinan Yildirim

Comments: Code for experiments available at this https URL

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

• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024
• Fri, 10 May 2024
• Thu, 9 May 2024