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00:56, 8 March 2020 User account CharlineOShanass talk contribs was created
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11:41, 2 March 2020 Lê Nguyên Hoang talk contribs created page Transformer (Created page with "Transformers are learning models that exhibit impressive performances at natural language processing.")
11:40, 2 March 2020 Lê Nguyên Hoang talk contribs created page Knowledge representation (Created page with "Knowledge representation is the problem of encoding algorithmically global and common-sense knowledge about the world. == Knowledge graph == == Transformers == [https://www...")
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06:34, 1 March 2020 User account Julianne9484 talk contribs was created
20:38, 25 February 2020 Lê Nguyên Hoang talk contribs created page Reinforcement learning (Created page with "Reinforcement learning is a general framework for sequential decision-making. == MuZero == [https://arxiv.org/pdf/1911.08265.pdf SAHSS+][https://dblp.org/rec/bibtex/journal...")
11:54, 24 February 2020 Lê Nguyên Hoang talk contribs created page Distributional shift (Created page with "Distributional shift is the problem of achieving good performances despite a change in the data distribution. Typically if an algorithm learns from a distribution <math>\mathc...")
00:36, 23 February 2020 Lê Nguyên Hoang talk contribs created page Von Neumann-Morgenstern preferences (Created page with "A Von Neumann-Morgenstern preference [https://pdfs.semanticscholar.org/0375/379194a6f34b818962ea947bff153adf621c.pdf VonneumannMorgensternBook][https://scholar.google.ch/schol...")
10:10, 11 February 2020 Lê Nguyên Hoang talk contribs created page Convexity (Created page with "A convex set is one such that the segment between any two points of the set still belongs to the set. In other words, if <math>x,y \in S</math> and <math>\lambda \in [0,1]</ma...")
22:43, 3 February 2020 User account Etoile de Scauchy talk contribs was created
15:32, 3 February 2020 Lê Nguyên Hoang talk contribs created page Laplace 1814 (Created page with "In 1814, Pierre-Simon Laplace published "An Philosophical Essay on Probabilities" [https://play.google.com/books/reader?id=rDUJAAAAIAAJ&hl=en&pg=GBS.PA3.w.1.0.0 Laplace1814] [...")
09:05, 3 February 2020 Lê Nguyên Hoang talk contribs created page Preference learning from comparisons (Created page with "It has been argued that we humans are much more effective at comparing alternatives than at scoring them [https://infoscience.epfl.ch/record/255399/files/EPFL_TH8637.pdf Mayst...")
10:19, 2 February 2020 Lê Nguyên Hoang talk contribs created page Robustly Beneficial group (Created page with "The Robustly Beneficial group is an AI ethics group, started by Louis Faucon and Sergei Volodin, in Lausanne, Switzerland. The group is now managed by ...")
15:01, 29 January 2020 Lê Nguyên Hoang talk contribs created page AI governance (Created page with "AI governance is the problem of understanding what forces act on the development of AIs, and what ought to be done to aligns such efforts with ethical values. == Guidelines =...")
20:34, 28 January 2020 Louis Faucon talk contribs created page Instrumental convergence (Created page with "== Definition == Instrumental convergence is a concept introduced by Nick Bostrom [https://link.springer.com/article/10.1007/s11023-012-9281-3] An instrumental goal is an int...")
17:56, 28 January 2020 Lê Nguyên Hoang talk contribs created page Stochastic gradient descent (Created page with "Stochastic gradient descent (SGD) is the most widely used learning algorithm. For a very general perspective, SGD consists in iterating (1) draw some data point and (2) slight...")
15:52, 28 January 2020 Lê Nguyên Hoang talk contribs created page Human liabilities (Created page with "The safety of algorithms can be limited by the liabilities of humans in charge of the algorithms. Below we list such possible liabilities. == Phishing == == Ransomware ==")
15:44, 27 January 2020 El Mahdi El Mhamdi talk contribs created page How systems developers can contribute (Created page with "Robustly beneficial decision making algorithms require robust system that reliably implement the specifications they were meant for.")
15:31, 27 January 2020 El Mahdi El Mhamdi talk contribs created page Byzantine fault tolerance (Created page with "In a large distributed systems, it is very likely that some components will fail. Robustness of distributed systems therefore requires that the behaviour of the systems is una...")
15:08, 27 January 2020 Lê Nguyên Hoang talk contribs created page Specialized hardware (Created page with "There is a lot of ongoing research on specialized hardware for machine learning, as well as algorithms optimized for the specialized hardware. GPU TPU Phase-change memory...")
12:37, 27 January 2020 Lê Nguyên Hoang talk contribs created page Adversarial attacks (Created page with "Adversarial attacks encompass a large range of users' behaviors trying to hack an algorithm's vulnerabilities for their advantages. == Evasion attacks == An evasion attack i...")
13:27, 25 January 2020 User account Nonoroux talk contribs was created
12:57, 25 January 2020 Lê Nguyên Hoang talk contribs created page How physicists can contribute (Created page with "Machine learning algorithms will likely have numerous applications in physics, for instance in material science, nuclear physics and photovoltaics. == Algorithms for cleaner...")
20:50, 23 January 2020 Lê Nguyên Hoang talk contribs changed group membership for Lê Nguyên Hoang from bureaucrat, interface administrator and administrator to bureaucrat, interface administrator, administrator and suppressor
18:22, 22 January 2020 Lê Nguyên Hoang talk contribs created page How mathematicians can contribute (Created page with "Robustly beneficial decision-making raises numerous technical problems, especially in terms of provable guarantees. Such questions may be of interests to mathematicians....")
14:20, 22 January 2020 Lê Nguyên Hoang talk contribs created page MediaWiki:Common.js (Created page with "Any JavaScript here will be loaded for all users on every page load.: function waitForMathJax($content) { if (typeof MathJax === 'undefined') { setTimeout(function...")
11:33, 22 January 2020 Lê Nguyên Hoang talk contribs created page Robustly beneficial (Created page with "This wiki argues that it is central to AI ethics to aim at being robustly beneficial. In particular, robustness refers to taking into account all the subtleti...")
22:21, 21 January 2020 Lê Nguyên Hoang talk contribs created page How newcomers can contribute (Created page with "This page suggests ideas for newcomers to contribute to AI ethics. Our main suggestion is to familiarize oneself with the most important problems with the domain. We also prop...")
21:50, 21 January 2020 Lê Nguyên Hoang talk contribs created page Hate (Created page with "Worryingly, it has been shown that hate and anger-provoking videos spread more effectively on social medias [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.1019.3951...")
12:39, 21 January 2020 Lê Nguyên Hoang talk contribs created page Algorithmic bias (Created page with "[https://arxiv.org/pdf/1905.09866.pdf NNG][https://dblp.uni-trier.de/rec/bibtex/journals/corr/abs-1905-09866 19] show that the highly publicized "doctor-man+woman=nurse" is ac...")
11:22, 21 January 2020 Lê Nguyên Hoang talk contribs changed group membership for El Mahdi El Mhamdi from bot, bureaucrat, interface administrator, suppressor and administrator to bureaucrat, interface administrator, suppressor and administrator
11:22, 21 January 2020 Lê Nguyên Hoang talk contribs changed group membership for Louis Faucon from bot, bureaucrat, interface administrator, suppressor and administrator to bureaucrat, interface administrator, suppressor and administrator
10:45, 21 January 2020 Lê Nguyên Hoang talk contribs changed group membership for Louis Faucon from (none) to bot, administrator, interface administrator, bureaucrat and suppressor
10:44, 21 January 2020 Lê Nguyên Hoang talk contribs changed group membership for El Mahdi El Mhamdi from (none) to bot, administrator, interface administrator, bureaucrat and suppressor
10:41, 21 January 2020 User account El Mahdi El Mhamdi talk contribs was created by Lê Nguyên Hoang talk contribs and password was sent by email
10:37, 21 January 2020 User account Louis Faucon talk contribs was created by Lê Nguyên Hoang talk contribs
10:08, 21 January 2020 Lê Nguyên Hoang talk contribs created page User:Lê Nguyên Hoang (Created page with "[https://fr.wikipedia.org/wiki/L%C3%AA_Nguy%C3%AAn_Hoang Lê Nguyên Hoang] holds a [https://publications.polymtl.ca/1668/ PhD in applied mathematics] from the École Polytech...")
23:44, 20 January 2020 Lê Nguyên Hoang talk contribs moved page Main Page to Welcome to the Robustly Beneficial Wiki
23:34, 20 January 2020 Lê Nguyên Hoang talk contribs created page Second opinion querying (Created page with "Second opinion querying is when an algorithm knows when it is too uncertain, and needs the help of a second opinion, from a more powerful algorithm or a human.")
23:33, 20 January 2020 Lê Nguyên Hoang talk contribs created page Reward hacking (Created page with "Reward hacking occurs when an algorithm achieves its goal in an unexpected (and often undesired) manner. == Examples == List examples.")
23:32, 20 January 2020 Lê Nguyên Hoang talk contribs created page Social choice (Created page with "Social choice is the study of how to elicit, aggregate and explain human preferences for collective decision-making. This is critical to AI ethics, as we will need to decide c...")
23:32, 20 January 2020 Lê Nguyên Hoang talk contribs created page Volition (Created page with "Volition refers to what we would prefer to prefer, as opposed to our direct preferences that refer to what we prefer. It has been argued [https://intelligence.org/files/CEV.pd...")
23:32, 20 January 2020 Lê Nguyên Hoang talk contribs created page Alignment (Created page with "Alignment is the problem of designing the goal of a maximization algorithm, so that the goal reflects what we really want to optimize. It has been argued that the aggregatio...")
23:32, 20 January 2020 Lê Nguyên Hoang talk contribs created page ABCDE roadmap (Created page with "The ABCDE roadmap refers to a decomposition proposed by [http://ceur-ws.org/Vol-2301/paper_1.pdf Hoang][https://dblp.org/rec/bibtex/conf/aaai/Hoang19 19a] to better highlight...")
23:32, 20 January 2020 Lê Nguyên Hoang talk contribs created page Newcomb's paradox (Created page with "Newcomb's paradox is a fundamental problem in decision theory with no consensus [http://faculty.arts.ubc.ca/rjohns/nozick_newcomb.pdf Nozick][https://scholar.google.ch/scholar...")
23:31, 20 January 2020 Lê Nguyên Hoang talk contribs created page Backfire effect (Created page with "Backfire effect occurs when a treament idea is actually counterproductive. This is particularly likely in complex environments that we misunderstand. It is a dangerous pitfall...")
23:31, 20 January 2020 Lê Nguyên Hoang talk contribs created page Interpretability (Created page with "As algorithms become more influential and complex, their interpretability becomes a major challenge. Unfortunately, it is not always clear what is meant by "interpretability"....")
23:31, 20 January 2020 Lê Nguyên Hoang talk contribs created page Robust statistics (Created page with "Robust statistics is the problem of estimating parameters from unreliable empirical data. Typically, suppose that a fraction of the training dataset is compromised. Can we des...")
23:31, 20 January 2020 Lê Nguyên Hoang talk contribs created page Overfitting (Created page with "Overfitting occurs where fitting training data too closely is counter-productive to out-of-sample predictions. == Bias-variance tradeoff == [http://web.mit.edu/6.435/www/Gem...")
23:31, 20 January 2020 Lê Nguyên Hoang talk contribs created page Goodhart's law (Created page with "Goodhart's law asserts that "as soon as a measure becomes a target, it ceases to be a good measure". Introduced in == Examples == Addiction. Mute news. Infobesity. Anger....")
23:30, 20 January 2020 Lê Nguyên Hoang talk contribs created page Human brain computations (Created page with "To estimate the capabilities of algorithms, it was worth comparing computational properties of machines to the human brains'. == Throughput == Most of the human brain's inpu...")
23:30, 20 January 2020 Lê Nguyên Hoang talk contribs created page Church-Turing thesis (Created page with "The Church-Turing thesis claims that the universal Turing machine is the most general form of computation. == The different versions of the thesis == There are several sligh...")
23:29, 20 January 2020 Lê Nguyên Hoang talk contribs created page Bayesianism (Created page with "Bayesianism is an epistemology that consists of relying solely on the laws of probability to reason and to make predictions. It is discussed at length in [https://www.amazon.f...")
23:27, 20 January 2020 Lê Nguyên Hoang talk contribs created page Linear systems (Created page with "This page is about solutions to linear systems Ax=b. We call d the dimension of x. == Applications == Least square regression. PageRank. == Complexity == The complexity of...")
23:27, 20 January 2020 Lê Nguyên Hoang talk contribs created page Turing 1950 (Created page with "In 1950, Turing published Computing Machinery and Intelligence [https://academic.oup.com/mind/article/LIX/236/433/986238 Turing][https://scholar.google.ch/scholar?hl=...")
23:27, 20 January 2020 Lê Nguyên Hoang talk contribs created page Machine learning (Created page with "Machine learning is the idea of letting algorithms write (or update) their own codes. It is at the heart of recent breakthroughs in computer science, especially in image analy...")
23:26, 20 January 2020 Lê Nguyên Hoang talk contribs created page Mental health (Created page with "One of the most exciting AI opportunities is tackling large-scale mental health. == Loneliness == [https://www.youtube.com/watch?v=n3Xv_g3g-mA Kurzgesagt19] stresses the...")
23:26, 20 January 2020 Lê Nguyên Hoang talk contribs created page Misinformation (Created page with "[https://www.blog.google/documents/37/How_Google_Fights_Disinformation.pdf Google19]")
23:24, 20 January 2020 Lê Nguyên Hoang talk contribs created page Funny applications of AI (Created page with "This page lists funny applications of machine learning techniques. == Image processing == [http://blog.dlib.net/2016/10/hipsterize-your-dog-with-deep-learning.html Hipsteriz...")
23:24, 20 January 2020 Lê Nguyên Hoang talk contribs created page Impressive advances in AI (Created page with "This page lists impressive results in machine learning. == Image processing == Online photorealistic portrait generator is available at [http://thispersondoesnotexist.com th...")
23:24, 20 January 2020 Lê Nguyên Hoang talk contribs created page Online polarization (Created page with "There is ongoing controversy about the extent of online polarization. This page lists papers who tackled this question. == Lê's overall impression == After reading ~10 rece...")
23:24, 20 January 2020 Lê Nguyên Hoang talk contribs created page AI opportunities (Created page with "Algorithms offer numerous opportunities to do a huge amount of good. This is another reason why it seems urgent to develop robustly beneficial algorithms. == Informa...")
23:23, 20 January 2020 Lê Nguyên Hoang talk contribs created page YouTube (Created page with "YouTube is a video-sharing platform. It is argued by [https://laboutique.edpsciences.fr/produit/1107/9782759824304/Le%20fabuleux%20chantier HoangElmhamdi][https://scholar.goog...")
23:23, 20 January 2020 Lê Nguyên Hoang talk contribs created page AI risks (Created page with "Numerours AI risks have been listed in books like [https://www.amazon.com/Superintelligence-Dangers-Strategies-Nick-Bostrom/dp/0199678111/ Bostrom14] [https://www.aaai.org/ojs...")
21:45, 20 January 2020 MediaWiki default talk created page Main Page

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