世界模型 - arXivDaily 专题

2302.10902 2023-05-17 cs.LG cs.AI 50%

Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking

Maksims Kazijevs, Manar D. Samad

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2211.06507 2023-05-09 cs.LG cs.AI 50%

WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values

Amin Nayebi, Sindhu Tipirneni, Chandan K Reddy, Brandon Foreman, Vignesh Subbian

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments Submitted to the Journal of Biomedical Informatics

2205.07853 2023-05-02 cs.LG cs.AI 50%

Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity

Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments Forthcoming in IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 2, pp. 1862-1875, 2023

2304.13142 2023-04-27 quant-ph cs.AI cs.LG math.QA 50%

Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens

Akshansh Mishra, Vijaykumar S. Jatti

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2211.05427 2023-04-20 cs.LG cs.AI cs.CR cs.CY 50%

On the Privacy Risks of Algorithmic Recourse

Martin Pawelczyk, Himabindu Lakkaraju, Seth Neel

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Journal ref International Conference on Artificial Intelligence and Statistics (AISTATS), 25-27 April 2023

2304.07617 2023-04-18 cs.LG cs.AI 50%

Estimation of minimum miscibility pressure (MMP) in impure/pure N2 based enhanced oil recovery process: A comparative study of statistical and machine learning algorithms

Xiuli Zhu, Seshu Kumar Damarla, Biao Huang

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 42 pages, 24 figures

2304.04308 2023-04-11 cs.LG cs.AI math.OC 50%

Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach

Dimitris Bertsimas, Leonard Boussioux

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2201.02478 2023-03-08 cs.LG cs.CV cs.MM 50%

Bayesian Neural Networks for Reversible Steganography

Ching-Chun Chang

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

Journal ref IEEE Access (2022), vol. 10, pp. 36327-36334

2303.01557 2023-03-06 cs.LG cs.AI 50%

BenchDirect: A Directed Language Model for Compiler Benchmarks

Foivos Tsimpourlas, Pavlos Petoumenos, Min Xu, Chris Cummins, Kim Hazelwood, Ajitha Rajan, Hugh Leather

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments arXiv admin note: substantial text overlap with arXiv:2208.06555

2303.01378 2023-03-03 cs.AI cs.DB cs.LG 50%

A Vision for Semantically Enriched Data Science

Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra, Horst Samulowitz

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments arXiv admin note: substantial text overlap with arXiv:2205.08018

2302.13631 2023-02-28 eess.IV cs.AI cs.CV cs.LG q-bio.QM 50%

Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

Nikhil J. Dhinagar, Conor Owens-Walton, Emily Laltoo, Christina P. Boyle, Yao-Liang Chen, Philip Cook, Corey McMillan, Chih-Chien Tsai, J-J Wang, Yih-Ru Wu, Ysbrand van der Werf, Paul M. Thompson

专题命中通用世界模型：分类 cs.AI、cs.LG、cs.CV；predictive model(abstract)

Comments Accepted for publication at the 20th IEEE International Symposium on Biomedical Imaging, ISBI 2023

2302.05788 2023-02-14 cs.LG cs.CV 50%

Fairness-aware Multi-view Clustering

Lecheng Zheng, Yada Zhu, Jingrui He

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

Comments Accepted by SDM23

2302.04132 2023-02-09 cs.LG cs.AI 50%

Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection

Lily H. Zhang, Rajesh Ranganath

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments AAAI 2023

2301.09631 2023-01-24 cs.LG cs.AI 50%

Feature construction using explanations of individual predictions

Boštjan Vouk, Matej Guid, Marko Robnik-Šikonja

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 54 pages, 10 figures, 22 tables

Journal ref Engineering Applications of Artificial Intelligence 120 (2023) 105823

2301.05562 2023-01-16 eess.AS cs.AI cs.CL cs.LG 50%

Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge

Saturnino Luz, Fasih Haider, Davida Fromm, Ioulietta Lazarou, Ioannis Kompatsiaris, Brian MacWhinney

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments ICASSP 2023 SPGC description

2301.05031 2023-01-13 cs.LG cs.AI eess.SP 50%

Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications

Rashmi Dutta Baruah, Mario Muñoz Organero

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 19 pages, 6 figures

2101.01076 2023-01-02 cs.LG cs.AI 50%

Unbox the Blackbox: Predict and Interpret YouTube Viewership Using Deep Learning

Jiaheng Xie, Xiao Liu

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments WITS 2021 Best Paper Award

2212.03710 2022-12-08 cs.LG cs.AI 50%

Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes

Mahmoud Shoush, Marlon Dumas

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2211.09970 2022-11-21 cs.LG cs.AI cs.CE physics.data-an 50%

Estimating defection in subscription-type markets: empirical analysis from the scholarly publishing industry

Michael Roberts, J. Ignacio Deza, Hisham Ihshaish, Yanhui Zhu

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2211.03615 2022-11-08 cs.LG cs.AI cs.DC eess.SP 50%

MAISON -- Multimodal AI-based Sensor platform for Older Individuals

Ali Abedi, Faranak Dayyani, Charlene Chu, Shehroz S. Khan

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2211.01266 2022-11-03 cs.LG cs.AI cs.SY eess.SY 50%

Knowing the Past to Predict the Future: Reinforcement Virtual Learning

Peng Zhang, Yawen Huang, Bingzhang Hu, Shizheng Wang, Haoran Duan, Noura Al Moubayed, Yefeng Zheng, Yang Long

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2104.12546 2022-10-25 cs.CY cs.AI cs.LG 50%

The Effects of Air Quality on the Spread of the COVID-19 Pandemic in Italy: An Artificial Intelligence Approach

Andrea Loreggia, Anna Passarelli, Maria Silvia Pini

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Journal ref Procedia Computer Science Volume 207, 2022, Pages 573-582

2208.11556 2022-10-20 cs.AI cs.MA 50%

Knowledge-based and Data-driven Reasoning and Learning for Ad Hoc Teamwork

Hasra Dodampegama, Mohan Sridharan

专题命中通用世界模型：分类 cs.AI、cs.MA；predictive model(abstract)；predictive models(abstract)

Comments Presented at the AI-HRI Symposium at AAAI Fall Symposium Series(FSS), 2022 (arXiv:cs/2209.14292)

2210.07573 2022-10-17 cs.LG 50%

Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm

Ashish Kumar Jayant, Shalabh Bhatnagar

专题命中通用世界模型：environment model(abstract)；分类 cs.LG

Comments Proceedings of NeurIPS 2022

2210.04860 2022-10-11 cs.LG cs.AI math.OC 50%

Second-order regression models exhibit progressive sharpening to the edge of stability

Atish Agarwala, Fabian Pedregosa, Jeffrey Pennington

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2210.01964 2022-10-07 cs.LG cs.AI cs.CV stat.ML 50%

The Calibration Generalization Gap

A. Michael Carrell, Neil Mallinar, James Lucas, Preetum Nakkiran

专题命中通用世界模型：分类 cs.AI、cs.LG、cs.CV；predictive model(abstract)

Comments Appeared at ICML 2022 Workshop on Distribution-Free Uncertainty Quantification

2209.15092 2022-10-03 cs.LG stat.ML 50%

Improving Generative Flow Networks with Path Regularization

Anh Do, Duy Dinh, Tan Nguyen, Khuong Nguyen, Stanley Osher, Nhat Ho

专题命中通用世界模型：environment model(abstract)；分类 cs.LG

Comments 28 pages, 2 figures, 5 tables. Anh Do, Duy Dinh, and Tan Nguyen contributed equally to this work

2209.14974 2022-09-30 cs.CV cs.AI cs.LG 50%

Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification

Adrien Bennetot, Gianni Franchi, Javier Del Ser, Raja Chatila, Natalia Diaz-Rodriguez

专题命中通用世界模型：分类 cs.AI、cs.LG、cs.CV；predictive model(abstract)

Comments Accepted in Knowledge-Based Systems Journal

2209.14414 2022-09-30 stat.ML cs.LG 50%

Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees

Daniil Tiapkin, Denis Belomestny, Daniele Calandriello, Eric Moulines, Remi Munos, Alexey Naumov, Mark Rowland, Michal Valko, Pierre Menard

专题命中通用世界模型：environment model(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2205.07704

2209.03813 2022-09-09 cs.LG cs.AI 50%

What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components

Kacper Sokol, Alexander Hepburn, Raul Santos-Rodriguez, Peter Flach

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments Tutorial webpage: https://events.fat-forensics.org/2020_ecml-pkdd

1. 通用世界模型 4335 篇

Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking

WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values

Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity

Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens

On the Privacy Risks of Algorithmic Recourse

Estimation of minimum miscibility pressure (MMP) in impure/pure N2 based enhanced oil recovery process: A comparative study of statistical and machine learning algorithms

Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach

Bayesian Neural Networks for Reversible Steganography

BenchDirect: A Directed Language Model for Compiler Benchmarks

A Vision for Semantically Enriched Data Science

Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

Fairness-aware Multi-view Clustering

Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection

Feature construction using explanations of individual predictions

Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge

Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications

Unbox the Blackbox: Predict and Interpret YouTube Viewership Using Deep Learning

Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes

Estimating defection in subscription-type markets: empirical analysis from the scholarly publishing industry

MAISON -- Multimodal AI-based Sensor platform for Older Individuals

Knowing the Past to Predict the Future: Reinforcement Virtual Learning

The Effects of Air Quality on the Spread of the COVID-19 Pandemic in Italy: An Artificial Intelligence Approach

Knowledge-based and Data-driven Reasoning and Learning for Ad Hoc Teamwork

Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm

Second-order regression models exhibit progressive sharpening to the edge of stability

The Calibration Generalization Gap

Improving Generative Flow Networks with Path Regularization

Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification

Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees

What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components