May 2017 Gwern.net newsletter: deep reinforcement learning, music. No completed writings.
This is the May 2017 edition of the Gwern.net newsletter; previous, April 2017 (archives). This is a collation of links and summary of major changes, overlapping with my Changelog; brought to you by my donors on Patreon.
Writings
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nothing completed
Media
Links
Genetics:
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Everything Is Heritable:
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“GWAS of 78,308 individuals identifies new loci and genes influencing human intelligence”, et al 2017
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“Metabolic basis to Sherpa altitude adaptation”, et al 2017 ( media)
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“Genetic Predisposition to Obesity and Medicare Expenditures”, et al 2017
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“Behavioural individuality in clonal fish arises despite near-identical rearing conditions”, et al 2017 (What is non-shared-environment? It’s random development noise.)
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“Babies From Skin Cells? Prospect Is Unsettling to Some Experts” (progress towards IES)
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AI:
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“Inferring and Executing Programs for Visual Reasoning”, et al 2017
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“Bayesian Reinforcement Learning: A Survey”, et al 2016
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reinforcement learning research is coming out too frequently to single out more than a few papers; see subscribe to the /r/ReinforcementLearning & /r/DecisionTheory subreddits for updates
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“Deep Voice 2: Multi-Speaker Neural Text-to-Speech”, et al 2017 (another one already)
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“DeepXplore: Automated Whitebox Testing of Deep Learning Systems”, et al 2017
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“Visual Semantic Planning using Deep Successor Representations”, et al 2017 ( video)
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“AIXIjs: A Software Demo for General Reinforcement Learning”, 2017 (source repo; live demos); demo of some AI risk scenarios using AIXIjs: “Categorizing Wireheading in Partially Embedded Agents”, et al 2019
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“When Will AI Exceed Human Performance? Evidence from AI Experts”, et al 2017
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“Sukiyaki in French style: A novel system for transformation of dietary patterns”, et al 2017 (
word2vec
) -
Matters of Scale:
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“Hard Mixtures of Experts for Large Scale Weakly Supervised Vision”, et al 2017 (scaling CNNs to 500m+ images by sharding)
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Statistics/Meta-Science:
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“Proceeding From Observed Correlation to Causal Inference: The Use of Natural Experiments”, 2007
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“Daryl Bem Proved ESP Is Real—which means science is broken” (Apparently Bem was serious. But one man’s modus ponens is another man’s modus tollens.)
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New n-body choreographies have been discovered: “152 new families of Newtonian periodic planar three-body orbits”
Politics/religion:
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“Self-Censorship in Public Discourse: A Theory of ‘Political Correctness’ and Related Phenomena”, 1994
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“Some Case Studies in Early Field Growth” (how did “bioethics” so successfully hijack medicine & biology?)
Psychology/biology:
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“The Effects of Education, Personality, and IQ on Earnings of High-Ability Men”, et al 2011
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“Cleaning up the big muddy: a meta-analytic review of the determinants of escalation of commitment”, Sleesman 201212ya (Sunk cost bias may not be any one thing but a variety of things driving the same apparent behavior in various contexts, especially organizational.)
Technology:
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“An empirical study on the correctness of formally verified distributed systems” (Who verifies the verifiers?)
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“The Tinkerings of Robert Noyce: How the Sun Rose on Silicon Valley”, 1983
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“carpalx—design your own keyboard” (Simulated annealing for optimizing keyboard layout.)
Economics:
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“The Fall Of Intrade And The Business Of Betting On Real Life”
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“Economies of density in e-commerce: a study of Amazon’s fulfillment center network”, et al 2017 (Amazon’s sales tax vs shipping cost tradeoff in scaling warehouses)
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“Algorithmic Entities”, 2017 (followup to 2016: decentralized autonomous corporations are doable de jure and not just de facto.)
Philosophy:
Fiction:
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“Alpha (A translation of Genesis 1)” (
word2vec
for computer-assisted creation of rhyming definitions & Book of Genesis with only words starting with “a”)
Books
Nonfiction:
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Indiscrete Thoughts, Gian-Carlo Rota 199727ya (review)
Fiction:
Film/TV
Animated:
Live-action:
Music
Touhou:
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“マーキュリー” (中迫酒菜、茶畑、水橋ゆっきー; 私の紅魔館 {C91}) [folk]
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“おやすみ” (中迫酒菜、茶畑、水橋ゆっきー; 私の紅魔館 {C91}) [folk]
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“酔夢奇譚” (SOUND HOLIC; TOHO PIANISM III {C91}) [classical]
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“Desire=desirE” (SOUND HOLIC; TOHO PIANISM III {C91}) [classical]
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“Lost ■” (RD-Sounds feat. めらみぽっぷ; Void {C91}) [vocal]
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“感情の摩天楼 [Tropical House]” (Spacelectro; 東方インストEDM3 {C90}) [house]
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“The White Sea” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical]
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“無名の楽園” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical]
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“The Gensokyo The Gods Loved” (LEMiao feat. 流月; 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical]
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“Rosarium (Piano Arrange Ver.)” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical]
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“Innocent Memory (Piano Arrange Ver.)” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical]
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“埃に埋もれた詩” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical]
Doujin:
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“マトーヤの洞窟” (いんやん; Life of Ishgard {C91}) [electronic]
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“White Bleath and Brilliant Star” (Syuichi.K; Life of Ishgard {C91}) [electronic]
Vocaloid:
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“OPENINGTHEME” (Calla Soiled feat. Miku; THREELAYERSTRUCTURETHEORY {201212ya}) [trance]