Transparency, Opacity and the ‘Black Box’ of Machine Learning Sample Clauses

Transparency, Opacity and the ‘Black Box’ of Machine Learning. It is worth distinguishing some known from unknown elements in machine learning. Assuming offline learning will be the predominant form of training a LAWS algorithm, the first known element will be data input, in that the programmer will <xxxxx://xxx.xx.xxx.xxx/~tom7/mario/mario.pdf> accessed 13 May 2018 (noting that Playfun remained totally unremarkable at actual gameplay in Tetris). 229 Xxxxxx Xxxxxxxxxx, Xxxx Xxxxxxxxxx and Xxxxx Xxxxxx, ‘Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari’ (24 February 2018) <xxxxx://xxxxx.xxx/pdf/1802.08842.pdf> accessed 13 May 2018. 230 Xxxxxxx X. Xxxxx, ‘EURISKO: A Program That Learns New Heuristics and Domain Concepts’ (1983) 21 Artificial Intelligence 61. 231 See Xxx Xxxxxxx, ‘When Intelligent Algorithms Start Spoofing Each Other, Regulation Becomes a Science’, International Business Times (29 June 2016) <xxxx://xxx.xxxxxxx.xx.xx/machine-learning- markets-when-intelligent-algorithms-start-spoofing-each-other-regulation-becomes-1567986> accessed 13 May 2018. 232 Xxxxxxx Xxxxxxx, ‘Regulating Autonomous Weapons Might be Smarter than Banning Them’, Just Security (10 August 2015) <xxxxx://xxx.xxxxxxxxxxxx.xxx/25333/regulating-autonomous-weapons- smarter-banning/> accessed 13 May 2018.
Sample 1
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Related to Transparency, Opacity and the ‘Black Box’ of Machine Learning

  • Federal Funding Accountability and Transparency Act (FFATA Subrecipient shall comply with the requirements of 2 CFR part 25 Universal Identifier and System for Award Management (XXX). Subrecipient must have an active registration in XXX, xxxxx://xxx.xxx.gov/XXX/ in accordance with 2 CFR part 25, appendix A, and must have a Data Universal Numbering System (DUNS) number xxxxx://xxxxxx.xxx.xxx/webform/ Subrecipient must also comply with provisions of the Federal Funding Accountability and Transparency Act, which includes requirements on executive compensation, 2 CFR part 170 Reporting Subaward and Executive Compensation Information.

  • Transparency On request, the data exporter shall make a copy of these Clauses, including the Appendix as completed by the Parties, available to the data subject free of charge. To the extent necessary to protect business secrets or other confidential information, including the measures described in Annex II and personal data, the data exporter may redact part of the text of the Appendix to these Clauses prior to sharing a copy, but shall provide a meaningful summary where the data subject would otherwise not be able to understand the its content or exercise his/her rights. On request, the Parties shall provide the data subject with the reasons for the redactions, to the extent possible without revealing the redacted information. This Clause is without prejudice to the obligations of the data exporter under Articles 13 and 14 of Regulation (EU) 2016/679.

  • Federal Funding Accountability and Transparency Act of 2006 Grantee certifies that it is in compliance with the terms and requirements of 31 USC 6101.

  • Transparency and Freedom of Information 15.1 The Contractor acknowledges that the Authority is subject to the requirements of FOISA and the Environmental Information Regulations. The Contractor shall:

  • Federal Funding Accountability and Transparency Act Requirements A. Any recipient of funds under this agreement agrees to comply with the Federal Funding Accountability and Transparency Act (FFATA) and implementing regulations at 2 CFR Part 170, including Appendix A. This agreement is subject to the following award terms: xxxx://xxx.xxx.xxx/fdsys/pkg/FR-2010-09-14/pdf/2010-22705.pdf and xxxx://xxx.xxx.xxx/fdsys/pkg/FR-2010-09-14/pdf/2010-22706.pdf.

  • Openness and Transparency Contractor shall make available to individuals applicable policies, procedures, and technologies that directly affect such individuals and/or their Protected Health Information and Personally Identifiable Information.

  • Required Procurement Procedures for Obtaining Goods and Services The Grantee shall provide maximum open competition when procuring goods and services related to the grant-assisted project in accordance with Section 287.057, Florida Statutes.

  • Procurement of Goods and Services (a) If the HSP is subject to the procurement provisions of the BPSAA, the HSP will abide by all directives and guidelines issued by the Management Board of Cabinet that are applicable to the HSP pursuant to the BPSAA.

  • PACKING AND SHIPPING a. Seller shall pack the goods and materials to prevent damage and deterioration. Unless otherwise set forth in this Contract, Seller shall package the goods in accordance with the requirements of Boeing Document D37522-6 “Supplier Packaging”. Buyer may charge Seller for damage to or deterioration of any goods resulting from improper packing or packaging.

  • PACKING AND SHIPMENT (a) Unless otherwise specified, all Work is to be packed in accordance with good commercial practice.

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