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題名:Understanding Potentially Biased Artificial Agents Powered by Supervised Learning: Perspectives from Cognitive Psychology and Cognitive Neuroscience
書刊名:中華心理學刊
作者:黃從仁
作者(外文):Huang, Tsung-ren
出版日期:2019
卷期:61:3
頁次:頁197-207
主題關鍵詞:人工智慧深度學習認知心理學認知神經科學機器學習Artificial intelligenceCognitive neuroscienceCognitive psychologyDeep learningMachine learning
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(2) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:1
  • 共同引用共同引用:0
  • 點閱點閱:10
期刊論文
1.Rhodes, G.、Proffitt, F.、Grady, J. M.、Sumich, A.(1998)。Facial symmetry and the perception of beauty。Psychonomic Bulletin & Review,5(4),659-669。  new window
2.Krawczyk, B.(2016)。Learning from imbalanced data: open challenges and future directions。Progress in Artificial Intelligence,5(4),221-232。  new window
3.Hassabis, D.、Kumaran, D.、Summerfield, C.、Botvinick, M.(2017)。Neuroscience-inspired artificial intelligence。Neuron,95(2),245-258。  new window
4.Yarkoni, Tal、Westfall, Jacob(2017)。Choosing prediction over explanation in psychology: Lessons from machine learning。Perspectives on Psychological Science,12(6),1100-1122。  new window
5.Silver, D.、Schrittwieser, J.、Simonyan, K.、Antonoglou, I.、Huang, A.、Guez, A.、Chen, Y.(2017)。Mastering the Game of Go without Human Knowledge。Nature,550(7676),354-359。  new window
6.Buolamwini, J.、Gebru, T.(2018)。Gender shades: Intersectional accuracy disparities in commercial gender classification。PMLR,81,77-91。  new window
7.Caliskan, A.、Bryson, J. J.、Narayanan, A.(2017)。Semantics derived automatically from language corpora contain human-like biases。Science,356(6334),183-186。  new window
8.Cowan, N.(2008)。What are the differences between long-term, short-term, and working memory?。Progress in Brain Research,169,323-338。  new window
9.Dwork, C.、Immorlica, N.、Kalai, A. T.、Leiserson, M. D.(2018)。Decoupled classifiers for group-fair and efficient machine learning。PMLR,81,119-133。  new window
10.Johnson, K. O.、Hsiao, S. S.、Yoshioka, T.(2002)。Neural coding and the basic law of psychophysics。The Neuroscientist,8(2),111-121。  new window
11.Kay, K. N.、Gallant, J. L.(2009)。I can see what you see。Nature Neuroscience,12。  new window
12.Kosmski, Michal、Stillwell, David、Graepel, Thore(2013)。Private traits and attributes are predictable from digital records of human behavior。Proceedings of the National Academy of Sciences,110(15),5802-5805。  new window
13.Kosinski, Michal、Wang, Yilun(2018)。Deep neural networks are more accurate than humans at detecting sexual orientation from facial images。Journal of Personality and Social Psychology,114(2),246-257。  new window
14.Kriegeskorte, N.、Douglas, P. K.(2018)。Cognitive computational neuroscience。Nature Neuroscience,21,1148-1160。  new window
15.Metta, G.、Natale, L.、Nori, F.、Sandini, G.、Vernon, D.、Fadiga, L.、Bernardino, A.(2010)。The iCub humanoid robot: An open-systems platform for research in cognitive development。Neural Networks,23,1125-1134。  new window
16.Murray, R. F.(2011)。Classification images: A review。Journal of Vision,11。  new window
17.Naselaris, T.、Bassett, D. S.、Fletcher, A. K.、Kording, K.、Kriegeskorte, N.、Nienborg, H.、Kay, K.(2018)。Cognitive computational neuroscience: A new conference for an emerging discipline。Trends in Cognitive Sciences,22(5),365-367。  new window
18.Reyna, V. F.、Chick, C. F.、Corbin, J. C.、Hsia, A. N.(2014)。Developmental reversals in risky decision making: Intelligence agents show larger decision biases than college students。Psychological Science,25(1),76-84。  new window
19.Shanks, D. R.、Tunney, R. J.、McCarthy, J. D.(2002)。A re-examination of probability matching and rational choice。Journal of Behavioral Decision Making,15(3),233-250。  new window
20.Wykowska, A.、Chaminade, T.、Cheng, G.(2016)。Embodied artificial agents for understanding human social cognition。Philosophical Transactions of the Royal Society B: Biological Sciences,371。  new window
21.Youyou, W.、Kosinski, M.、Stillwell, D.(2015)。Computer-based personality judgments are more accurate than those made by humans。Proceedings of the National Academy of Sciences,112,1036-1040。  new window
會議論文
1.Bolukbasi, T.、Chang, K. W.、Zou, J. Y.、Saligraman, V.、Kalai, A. T.(2016)。Man is to computer programmer as woman is to homemaker? Debiasing word embeddings。30th annual conference on neural information processing systems。  new window
2.Kay, M.、Matuszek, C.、Munson, S. A.(2015)。Unequal representation and gender stereotypes in image search results for occupations。The 33rd Annual ACM Conference on Human Factors in Computing Systems。ACM。3819-3828。  new window
3.Zeiler, M. D.、Fergus, R.(2014)。Visualizing and understanding convolutional networks。European Conference on Computer Vision。Cham:Springer。818-833。  new window
圖書
1.Duda, R. O.、Hart, P. E.、Stork, D. G.(2000)。Pattern Classification。New York:Wiley-Interscience。  new window
2.Banich, M. T.、Compton, R. J.(2018)。Cognitive Neuroscience。Cambridge University Press。  new window
3.Kahneman, D.(2002)。Nobel Lecture。Stockholm。  new window
4.Mangun, G. R.、Gazzaniga, M. S.(2014)。The Cognitive Neurosciences。Cambridge, MA:MIT Press。  new window
單篇論文
1.Glauner, P.,Valtchev, P.,State, R.(2018)。Impact of Biases in Big Data(1803.00897)。  new window
2.Hardt, M.,Price, E.,Srebro, N.(2016)。Equality of Opportunity in Supervised Learning(1610.02413)。  new window
3.Karpathy, A.,Johnson, J.,Fei-Fei, L.(2015)。Visualizing and Understanding Recurrent Networks(1506.02078)。  new window
4.Lakkaraju, H.,Kamar, E.,Caruana, R.,Horvitz, E.(2016)。Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration(1610.09064)。  new window
5.Leibo, J. Z.,De Masson d'Autume, Cyprien,Zoran, D.,Amos, D.,Beattie, C.,Anderson, K.,Legg, S.(2018)。Psychlab: a psychology laboratory for deep reinforcement learning agents(1801.08116)。  new window
6.Rabinowitz, N. C.,Perbets, F.,Song, H. F.,Zhang, C.,Eslami, S. M.,Botvinick, M.(2018)。Machine Theory of Mind(1802.07740)。  new window
7.Ritter, S.,Barrett, D. G.,Santoro, A.,Botvinick, M. M.(2017)。Cognitive psychology for deep neural networks: A shape bias case study(1706.08606)。  new window
8.Shen, G.,Dwivedi, K.,Majima, K.,Horikawa, T.,Kamitani, Y.(2018)。End-to-end deep image reconstruction from human brain activity(272518)。  new window
9.Wu, X.,Zhang, X.(2016)。Automated inference on criminality using face images(1611.04135v1)。  new window
10.Xie, D.,Liang, L.,Jin, L.,Xu, J.,Li, M.(2015)。SCUT-FBP: A benchmark dataset for facial beauty perception(1511.02459)。  new window
11.Zhao, J.,Wang, T.,Yatskar, M.,Ordonez, V.,Chang, K. W.(2017)。Men also like shopping: Reducing gender bias amplification using corpus-level constraints(1707.09457)。  new window
其他
1.Angwin, Julia,Larson, Jeff,Mattu, Surya,Kirchner, Lauren(20160523)。Machine bias: There's software used across the country to predict future criminals and it's biased against blacks,https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing。  new window
圖書論文
1.Sloman, S. A.、Lagnado, D.(2005)。The problem of induction。The Cambridge handbook of thinking and reasoning。  new window
 
 
 
 
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