Machine Learning

Authors and titles for recent submissions, skipping first 100

• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024
• Fri, 17 May 2024

Tue, 21 May 2024 (continued, showing last 8 of 20 entries)

[101]  arXiv:2405.11477 (cross-list from stat.ME) [pdf, other]

Title: Analyze Additive and Interaction Effects via Collaborative Trees

Authors: Chien-Ming Chi

Comments: 78 pages, 8 figures, 9 tables

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

[102]  arXiv:2405.11451 (cross-list from math.NA) [pdf, ps, other]

Title: Error Analysis of Three-Layer Neural Network Trained with PGD for Deep Ritz Method

Authors: Yuling Jiao, Yanming Lai, Yang Wang

Subjects: Numerical Analysis (math.NA); Artificial Intelligence (cs.AI); Analysis of PDEs (math.AP); Machine Learning (stat.ML)

[103]  arXiv:2405.11431 (cross-list from cs.LG) [pdf, other]

Title: Review of deep learning models for crypto price prediction: implementation and evaluation

Authors: Jingyang Wu, Xinyi Zhang, Fangyixuan Huang, Haochen Zhou, Rohtiash Chandra

Subjects: Machine Learning (cs.LG); Statistical Finance (q-fin.ST); Machine Learning (stat.ML)

[104]  arXiv:2405.11318 (cross-list from cs.LG) [pdf, other]

Title: Smooth Kolmogorov Arnold networks enabling structural knowledge representation

Authors: Moein E. Samadi, Younes Müller, Andreas Schuppert

Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)

[105]  arXiv:2405.11242 (cross-list from eess.SP) [pdf, other]

Title: Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications

Authors: Eitan Waks

Comments: 21 pages, 12 figures

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Medical Physics (physics.med-ph); Machine Learning (stat.ML)

[106]  arXiv:2405.11213 (cross-list from stat.AP) [pdf, other]

Title: Real Time Monitoring and Forecasting of COVID 19 Cases using an Adjusted Holt based Hybrid Model embedded with Wavelet based ANN

Authors: Agniva Das, Kunnummal Muralidharan

Comments: 36 pages, 41 figures

Subjects: Applications (stat.AP); Computation (stat.CO); Machine Learning (stat.ML)

[107]  arXiv:2405.11204 (cross-list from cs.LG) [pdf, other]

Title: Learning from Imperfect Human Feedback: a Tale from Corruption-Robust Dueling

Authors: Yuwei Cheng, Fan Yao, Xuefeng Liu, Haifeng Xu

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

[108]  arXiv:2405.11156 (cross-list from stat.ME) [pdf, ps, other]

Title: A Randomized Permutation Whole-Model Test Heuristic for Self-Validated Ensemble Models (SVEM)

Authors: Andrew T. Karl

Journal-ref: Chemometrics and Intelligent Laboratory Systems, Volume 249, 2024

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

Mon, 20 May 2024

[109]  arXiv:2405.10930 [pdf, other]

Title: Submodular Information Selection for Hypothesis Testing with Misclassification Penalties

Authors: Jayanth Bhargav, Mahsa Ghasemi, Shreyas Sundaram

Comments: 23 pages, 4 figures

Subjects: Machine Learning (stat.ML); Computational Complexity (cs.CC); Information Theory (cs.IT); Machine Learning (cs.LG); Optimization and Control (math.OC)

[110]  arXiv:2405.10817 [pdf, ps, other]

Title: Restless Linear Bandits

Authors: Azadeh Khaleghi

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

[111]  arXiv:2405.10552 [pdf, other]

Title: Data Science Principles for Interpretable and Explainable AI

Authors: Kris Sankaran

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

[112]  arXiv:2405.10399 [pdf, ps, other]

Title: A note on continuous-time online learning

Authors: Lexing Ying

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

[113]  arXiv:2405.10938 (cross-list from cs.LG) [pdf, other]

Title: Observational Scaling Laws and the Predictability of Language Model Performance

Authors: Yangjun Ruan, Chris J. Maddison, Tatsunori Hashimoto

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

[114]  arXiv:2405.10875 (cross-list from eess.SY) [pdf, other]

Title: Recursively Feasible Shrinking-Horizon MPC in Dynamic Environments with Conformal Prediction Guarantees

Authors: Charis Stamouli, Lars Lindemann, George J. Pappas

Subjects: Systems and Control (eess.SY); Machine Learning (stat.ML)

[115]  arXiv:2405.10839 (cross-list from nucl-th) [pdf, other]

Title: Model orthogonalization and Bayesian forecast mixing via Principal Component Analysis

Authors: Pablo Giuliani, Kyle Godbey, Vojtech Kejzlar, Witold Nazarewicz

Comments: 12 pages, 4 figures

Subjects: Nuclear Theory (nucl-th); Data Analysis, Statistics and Probability (physics.data-an); Machine Learning (stat.ML)

[116]  arXiv:2405.10815 (cross-list from math.OC) [pdf, other]

Title: A Functional Model Method for Nonconvex Nonsmooth Conditional Stochastic Optimization

Authors: Andrzej Ruszczyński, Shangzhe Yang

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

[117]  arXiv:2405.10719 (cross-list from stat.ME) [pdf, other]

Title: $\ell_1$-Regularized Generalized Least Squares

Authors: Kaveh S. Nobari, Alex Gibberd

Comments: 13 pages, 6 figures

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

[118]  arXiv:2405.10618 (cross-list from cs.LG) [pdf, other]

Title: Distributed Event-Based Learning via ADMM

Authors: Guner Dilsad Er, Sebastian Trimpe, Michael Muehlebach

Comments: 29 pages, 12 figures

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

[119]  arXiv:2405.10469 (cross-list from cs.AI) [pdf, other]

Title: Simulation-Based Benchmarking of Reinforcement Learning Agents for Personalized Retail Promotions

Authors: Yu Xia, Sriram Narayanamoorthy, Zhengyuan Zhou, Joshua Mabry

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

[120]  arXiv:2405.10410 (cross-list from math.NA) [pdf, ps, other]

Title: The fast committor machine: Interpretable prediction with kernels

Authors: D. Aristoff, M. Johnson, G. Simpson, R. J. Webber

Comments: 10 pages, 7 figures

Subjects: Numerical Analysis (math.NA); Machine Learning (cs.LG); Machine Learning (stat.ML)

Fri, 17 May 2024 (showing first 5 of 20 entries)

[121]  arXiv:2405.10301 [pdf, other]

Title: Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees

Authors: Yu Gui, Ying Jin, Zhimei Ren

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

[122]  arXiv:2405.10229 [pdf, other]

Title: Random ReLU Neural Networks as Non-Gaussian Processes

Authors: Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser

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

[123]  arXiv:2405.10126 [pdf, ps, other]

Title: Estimating a Function and Its Derivatives Under a Smoothness Condition

Authors: Eunji Lim

Comments: 27 pages. Mathematics of Operations Research 2024

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

[124]  arXiv:2405.09841 [pdf, other]

Title: Simultaneous Identification of Sparse Structures and Communities in Heterogeneous Graphical Models

Authors: Dapeng Shi, Tiandong Wang, Zhiliang Ying

Comments: 61 pages, 11 figures, 4 tables

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

[125]  arXiv:2405.09831 [pdf, other]

Title: Nearly Minimax Optimal Regret for Multinomial Logistic Bandit

Authors: Joongkyu Lee, Min-hwan Oh

Comments: Preprint. Under review

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

• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024
• Fri, 17 May 2024