Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction
暂无分享,去创建一个
Luca Citi | Riccardo Poli | Eirini Christinaki | Tasos Papastylianou | L. Citi | Eirini Christinaki | Tasos Papastylianou | R. Poli
[1] Leslie Pack Kaelbling,et al. Efficient Bayesian Task-Level Transfer Learning , 2007, IJCAI.
[2] Peng Hao,et al. Transfer learning using computational intelligence: A survey , 2015, Knowl. Based Syst..
[3] Van Breda. Business Analytics Analyzing and Predicting Mood of Depression Patients , 2015 .
[4] Luca Citi,et al. Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores , 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[5] Luís A. Alexandre,et al. Transfer Learning : Current Status , Trends and Challenges , 2014 .
[6] Andrew Gelman,et al. The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo , 2011, J. Mach. Learn. Res..
[7] Luca Citi,et al. Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems , 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[8] Adrian E. Raftery,et al. Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors , 1999 .
[9] Janet B W Williams. Diagnostic and Statistical Manual of Mental Disorders , 2013 .
[10] J. L. Bender,et al. Finding a Depression App: A Review and Content Analysis of the Depression App Marketplace , 2015, JMIR mHealth and uHealth.
[11] Jiqiang Guo,et al. Stan: A Probabilistic Programming Language. , 2017, Journal of statistical software.
[12] Aapo Hyvärinen,et al. Some extensions of score matching , 2007, Comput. Stat. Data Anal..
[13] David B. Dunson,et al. Bayesian Data Analysis , 2010 .
[14] B. Brewer,et al. Properties of the Affine Invariant Ensemble Sampler in high dimensions , 2015, 1509.02230.
[15] Kyung-Yeol Bae,et al. Comorbidity of Depression with Physical Disorders: Research and Clinical Implications , 2015, Chonnam medical journal.
[16] P. D. de Jong,et al. Co-occurrence of social anxiety and depression symptoms in adolescence: differential links with implicit and explicit self-esteem? , 2011, Psychological Medicine.
[17] Radford M. Neal. MCMC Using Hamiltonian Dynamics , 2011, 1206.1901.
[18] Oscar Mayora-Ibarra,et al. Stress modelling and prediction in presence of scarce data , 2016, J. Biomed. Informatics.
[19] G. Vaillant,et al. A systematic review of the mortality of depression. , 1999, Psychosomatic medicine.
[20] Adrian E. Raftery,et al. Bayesian Model Averaging: A Tutorial , 2016 .
[21] W. Katon,et al. The association of depression and anxiety with medical symptom burden in patients with chronic medical illness. , 2007, General hospital psychiatry.
[22] D. Clarke,et al. Depression, anxiety and their relationship with chronic diseases: a review of the epidemiology, risk and treatment evidence , 2009, The Medical journal of Australia.
[23] Zhitang Chen,et al. Online Bayesian Transfer Learning for Sequential Data Modeling , 2016, ICLR.
[24] Daniel Foreman-Mackey,et al. emcee: The MCMC Hammer , 2012, 1202.3665.
[25] Jonathan R Goodman,et al. Ensemble samplers with affine invariance , 2010 .
[26] Siwei Lyu,et al. Interpretation and Generalization of Score Matching , 2009, UAI.
[27] Sharon C. Lyter,et al. Diagnostic and Statistical Manual of Mental Disorders: Making it Work for Social Work , 2012 .