世界模型 - arXivDaily 专题

2301.11308 2023-06-21 cs.LG cs.AI stat.ML 64%

Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series

Abdul Fatir Ansari, Alvin Heng, Andre Lim, Harold Soh

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

Comments ICML 2023 Camera Ready Version; Code available at https://github.com/clear-nus/NCDSSM

2202.01802 2023-05-25 cs.CL cs.AI cs.HC cs.LG 64%

Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models

Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Sharath Chandra Guntuku, Douglas Bellew, Brenda Curtis, Lyle Ungar

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

Comments Accepted to the 17th International AAAI Conference on Web and Social Media (ICWSM), 2023

2304.02191 2023-04-06 cs.LG cs.CY 64%

Building predictive models of healthcare costs with open healthcare data

A. Ravishankar Rao, Subrata Garai, Soumyabrata Dey, Hang Peng

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

Comments 2020 IEEE International Conference on Healthcare Informatics (ICHI)

2303.05458 2023-03-10 cs.LG 64%

Beware of Instantaneous Dependence in Reinforcement Learning

Zhengmao Zhu, Yuren Liu, Honglong Tian, Yang Yu, Kun Zhang

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

2212.09868 2022-12-21 econ.EM 64%

Quantifying fairness and discrimination in predictive models

Arthur Charpentier

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

Comments Classifier; Demographic Parity; Discrimination; Equal Opportunity; Fairness; Penalized regression; Proxy; Statistical Discrimination

2206.14483 2022-11-16 cs.LG cs.AI eess.SP 64%

Data augmentation for learning predictive models on EEG: a systematic comparison

Cédric Rommel, Joseph Paillard, Thomas Moreau, Alexandre Gramfort

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

Comments Accepted in Journal of Neural Engineering

2206.06957 2022-07-22 cs.LG cs.AI cs.DC 64%

Continual-Learning-as-a-Service (CLaaS): On-Demand Efficient Adaptation of Predictive Models

Rudy Semola, Vincenzo Lomonaco, Davide Bacciu

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

2206.07365 2022-06-16 cs.LG cs.AI 64%

Modern Machine-Learning Predictive Models for Diagnosing Infectious Diseases

Eman Yahia Alqaissi, Fahd Saleh Alotaibi, Muhammad Sher Ramzan

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

Comments 13 pages, 4 figures, 6 tables

2010.07650 2022-05-02 cs.LG cs.AI cs.LO 64%

Altruist: Argumentative Explanations through Local Interpretations of Predictive Models

Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas

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

Comments Submitted to SETN2022

2105.03363 2022-03-18 cs.LG cs.AI cs.MA 64%

Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts

Weinan Zhang, Xihuai Wang, Jian Shen, Ming Zhou

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

Comments Paper accepted at IJCAI 2021

2203.03422 2022-03-08 cs.LG cs.NA math.NA 64%

Water and Sediment Analyse Using Predictive Models

Xiaoting Xu, Tin Lai, Sayka Jahan, Farnaz Farid

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

2112.07882 2021-12-16 cs.CL 64%

Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains

Jaromir Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Michał Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harašta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

Comments 10 pages

Journal ref In Proceedings of ICAIL 2021, pp. 129-138. 2021

2112.06674 2021-12-14 stat.ME math.ST stat.AP stat.TH 64%

Recalibration of Predictive Models as Approximate Probabilistic Updates

Evan T. R. Rosenman, Santiago Olivella

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

2104.03403 2021-04-09 cs.LG 64%

Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure

Katarzyna Pekala, Katarzyna Woznica, Przemyslaw Biecek

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

2011.08068 2020-11-17 physics.med-ph cs.CV cs.LG eess.IV 64%

Smartphone-Based Test and Predictive Models for Rapid, Non-Invasive, and Point-of-Care Monitoring of Ocular and Cardiovascular Complications Related to Diabetes

Kasyap Chakravadhanula

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

Comments 25 Pages, 12 Figures

2010.11876 2020-10-23 cs.LG 64%

Error Bounds of Imitating Policies and Environments

Tian Xu, Ziniu Li, Yang Yu

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

Comments Appears in NeurIPS 2020

2008.03656 2020-08-11 cs.SE 64%

Predictive Models in Software Engineering: Challenges and Opportunities

Yanming Yang, Xin Xia, David Lo, Tingting Bi, John Grundy, Xiaohu Yang

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

1911.02248 2020-06-19 cs.IR cs.LG 64%

MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems

Fan Wang, Xiaomin Fang, Lihang Liu, Hao Tian, Zhiming Peng

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

Journal ref 1st International Workshop on Industrial Recommendation Systems (IRS), KDD 2020

1910.10124 2020-05-05 quant-ph cond-mat.dis-nn cond-mat.str-el 64%

Unsupervised identification of topological order using predictive models

Eliska Greplova, Agnes Valenti, Gregor Boschung, Frank Schäfer, Niels Lörch, Sebastian Huber

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

Comments 12 pages, 13 figures

Journal ref New J. Phys. 22 045003 (2020)

1912.06407 2020-02-17 stat.ML cs.LG stat.ME 64%

Understanding complex predictive models with Ghost Variables

Pedro Delicado, Daniel Peña

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

2002.04852 2020-02-13 cs.AI 64%

Service Selection using Predictive Models and Monte-Carlo Tree Search

Cliff Laschet, Jorn op den Buijs, Mark H. M. Winands, Steffen Pauws

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

1904.07482 2019-12-06 cs.LG cs.AI cs.CV stat.ML 64%

Object-Oriented Dynamics Learning through Multi-Level Abstraction

Guangxiang Zhu, Jianhao Wang, Zhizhou Ren, Zichuan Lin, Chongjie Zhang

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

Comments Accepted to the Thirthy-Fourth AAAI Conference On Artificial Intelligence (AAAI), 2020

1812.04597 2019-03-01 stat.ML cs.AI cs.LG 64%

Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport

Adarsh Subbaswamy, Peter Schulam, Suchi Saria

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

Comments In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), 2019. Previously presented at the NeurIPS 2018 Causal Learning Workshop

1809.04494 2018-09-13 stat.CO 64%

Automatic structure estimation of predictive models for symptom development

Dennis Becker

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

1801.08494 2018-06-15 stat.AP cs.CY 64%

Evaluating Predictive Models of Student Success: Closing the Methodological Gap

Josh Gardner, Christopher Brooks

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

1802.04822 2018-02-15 cs.LG 64%

Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models

Mengying Sun, Fengyi Tang, Jinfeng Yi, Fei Wang, Jiayu Zhou

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

1802.03006 2018-02-09 cs.LG 64%

Learning and Querying Fast Generative Models for Reinforcement Learning

Lars Buesing, Theophane Weber, Sebastien Racaniere, S. M. Ali Eslami, Danilo Rezende, David P. Reichert, Fabio Viola, Frederic Besse, Karol Gregor, Demis Hassabis, Daan Wierstra

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

1704.07498 2017-05-02 cs.AI cs.LG 64%

Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models

Mohammad Amin Morid, Olivia R. Liu Sheng, Samir Abdelrahman

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

Comments To appear:Twenty-third Americas Conference on Information Systems, Boston, 2017

1509.06808 2016-05-04 stat.AP cs.CY cs.HC 64%

Branch: An interactive, web-based tool for testing hypotheses and developing predictive models

Karthik Gangavarapu, Vyshakh Babji, Tobias Meißner, Andrew I. Su, Benjamin M. Good

专题命中通用世界模型：predictive model(title,abstract)；predictive models(title,abstract)

1507.00814 2015-11-23 cs.AI cs.LG stat.ML 64%

Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models

Bradly C. Stadie, Sergey Levine, Pieter Abbeel

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

1. 通用世界模型 4314 篇

Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series

Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models

Building predictive models of healthcare costs with open healthcare data

Beware of Instantaneous Dependence in Reinforcement Learning

Quantifying fairness and discrimination in predictive models

Data augmentation for learning predictive models on EEG: a systematic comparison

Continual-Learning-as-a-Service (CLaaS): On-Demand Efficient Adaptation of Predictive Models

Modern Machine-Learning Predictive Models for Diagnosing Infectious Diseases

Altruist: Argumentative Explanations through Local Interpretations of Predictive Models

Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts

Water and Sediment Analyse Using Predictive Models

Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains

Recalibration of Predictive Models as Approximate Probabilistic Updates

Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure

Smartphone-Based Test and Predictive Models for Rapid, Non-Invasive, and Point-of-Care Monitoring of Ocular and Cardiovascular Complications Related to Diabetes

Error Bounds of Imitating Policies and Environments

Predictive Models in Software Engineering: Challenges and Opportunities

MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems

Unsupervised identification of topological order using predictive models

Understanding complex predictive models with Ghost Variables

Service Selection using Predictive Models and Monte-Carlo Tree Search

Object-Oriented Dynamics Learning through Multi-Level Abstraction

Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport

Automatic structure estimation of predictive models for symptom development

Evaluating Predictive Models of Student Success: Closing the Methodological Gap

Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models

Learning and Querying Fast Generative Models for Reinforcement Learning

Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models

Branch: An interactive, web-based tool for testing hypotheses and developing predictive models

Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models