May 2017 News
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
- nothing completed 
Media
Links
Genetics:
- Everything Is Heritable: - “GWAS of 78,308 individuals identifies new loci and genes influencing human intelligence”, et al 2017 
- “Metabolic basis to Sherpa altitude adaptation”, et al 2017 (media) 
- “Genetic Predisposition to Obesity and Medicare Expenditures”, et al 2017 
- “Behavioural individuality in clonal fish arises despite near-identical rearing conditions”, et al 2017 (What is non-shared-environment? It’s random development noise.) 
- “Babies From Skin Cells? Prospect Is Unsettling to Some Experts” (progress towards IES) 
 
AI:
- “Inferring and Executing Programs for Visual Reasoning”, et al 2017 
- “Bayesian Reinforcement Learning: A Survey”, et al 2016 - 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 
 
- “Deep Voice 2: Multi-Speaker Neural Text-to-Speech”, et al 2017 (another one already) 
- “DeepXplore: Automated Whitebox Testing of Deep Learning Systems”, et al 2017 
- “Visual Semantic Planning using Deep Successor Representations”, et al 2017 (video) 
- “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 
- “When Will AI Exceed Human Performance? Evidence from AI Experts”, et al 2017 
- “Sukiyaki in French style: A novel system for transformation of dietary patterns”, et al 2017 ( - word2vec)
- Matters of Scale: - “Hard Mixtures of Experts for Large Scale Weakly Supervised Vision”, et al 2017 (scaling CNNs to 500m+ images by sharding) 
 
Statistics/Meta-Science:
- “Proceeding From Observed Correlation to Causal Inference: The Use of Natural Experiments”, 2007 
- “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.) 
- New n-body choreographies have been discovered: “152 new families of Newtonian periodic planar three-body orbits” 
Politics/religion:
- “Self-Censorship in Public Discourse: A Theory of ‘Political Correctness’ and Related Phenomena”, 1994 
- “Some Case Studies in Early Field Growth” (how did “bioethics” so successfully hijack medicine & biology?) 
Psychology/biology:
- “The Effects of Education, Personality, and IQ on Earnings of High-Ability Men”, et al 2011 
- “Cleaning up the big muddy: a meta-analytic review of the determinants of escalation of commitment”, 2012 (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:
- “An empirical study on the correctness of formally verified distributed systems” (Who verifies the verifiers?) 
- “The Tinkerings of Robert Noyce: How the Sun Rose on Silicon Valley”, 1983 
- “carpalx—design your own keyboard” (Simulated annealing for optimizing keyboard layout.) 
Economics:
- “The Fall Of Intrade And The Business Of Betting On Real Life” 
- “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) 
- “Algorithmic Entities”, 2017 (followup to 2016: decentralized autonomous corporations are doable de jure and not just de facto.) 
Philosophy:
Fiction:
- “Alpha (A translation of Genesis 1)” ( - word2vecfor computer-assisted creation of rhyming definitions & Book of Genesis with only words starting with “a”)
Books
Nonfiction:
- Indiscrete Thoughts, Gian-Carlo 1997 (review) 
Fiction:
Film/TV
Animated:
Live-action:
Music
Touhou:
- “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] 
- “おやすみ” (中迫酒菜、茶畑、水橋ゆっきー; 私の紅魔館 {C91}) [folk] 
- “酔夢奇譚” (SOUND HOLIC; TOHO PIANISM III {C91}) [classical] 
- “Desire=desirE” (SOUND HOLIC; TOHO PIANISM III {C91}) [classical] 
- “Lost ■” (RD-Sounds feat. めらみぽっぷ; Void {C91}) [vocal] 
- “感情の摩天楼 [Tropical House]” (Spacelectro; 東方インストEDM3 {C90}) [house] 
- “The White Sea” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical] 
- “無名の楽園” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical] 
- “The Gensokyo The Gods Loved” (LEMiao feat. 流月; 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical] 
- “Rosarium (Piano Arrange Ver.)” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical] 
- “Innocent Memory (Piano Arrange Ver.)” (LEMiao feat. 瑶山百霊 (Yaoshanbailing); 無名の楽園 〜 Piano Arrange Collection Vol.1 {C91}) [classical] 
- “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:
- “マトーヤの洞窟” (いんやん; Life of Ishgard {C91}) [electronic] 
- “White Bleath and Brilliant Star” (Syuichi.K; Life of Ishgard {C91}) [electronic] 
Vocaloid:
- “OPENINGTHEME” (Calla Soiled feat. Miku; THREELAYERSTRUCTURETHEORY {201213ya}) [trance]