Self-labeling Sample Clauses

Self-labeling. We evaluated the usefulness of the self-labeling component by showing how the test accuracy evolves after each co-training iteration. Figure 5 shows that the accuracy generally has an increasing trend with more co-training iterations. In some cases, the final iterations may have a decreasing trend, because in the last few iterations the model self-labels the samples that it is most uncertain about, and thus is more likely to get wrong. For this reason, we kept track of the validation accuracy, and at the end we restored the model from the co-train iteration with the best validation accuracy. Self-labeling is also a critical component for datasets such as Pubmed, where in the first co-train iteration there are no edges with both nodes labeled, so g cannot be trained until we self-label more nodes. In such cases, g returns 1 by default until it can be trained, defaulting to NGM and relying on the graph (although for noisy graphs, one could return 0 by default).
Sample 1
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Related to Self-labeling

  • Product Labeling The labeling of all Licensed Products sold or offered for sale under this Agreement shall expressly state that the Licensed Product is manufactured under a license from the Medicines Patent Pool.

  • Labeling Upon request, Lessee will xxxx the Equipment indicating Lessor's interest with labels provided by Lessor. Lessee will keep all Equipment free from any other marking or labeling which might be interpreted as a claim of ownership.

  • Promotional Material In the event that the Fund or the Investment Adviser makes available any promotional materials related to the Securities or the transactions contemplated hereby intended for use only by registered broker-dealers and registered representatives thereof by means of an Internet web site or similar electronic means, the Investment Adviser will install and maintain or will cause to be installed and maintained, pre-qualification and password-protection or similar procedures which are reasonably designed to effectively prohibit access to such promotional materials by persons other than registered broker-dealers and registered representatives thereof.

  • Product ACCEPTANCE Unless otherwise provided by mutual agreement of the Authorized User and the Contractor, Authorized User(s) shall have thirty (30) days from the date of delivery to accept hardware products and sixty (60) days from the date of delivery to accept all other Product. Where the Contractor is responsible for installation, acceptance shall be from completion of installation. Failure to provide notice of acceptance or rejection or a deficiency statement to the Contractor by the end of the period provided for under this clause constitutes acceptance by the Authorized User(s) as of the expiration of that period. The License Term shall be extended by the time periods allowed for trial use, testing and acceptance unless the Commissioner or Authorized User agrees to accept the Product at completion of trial use. Unless otherwise provided by mutual agreement of the Authorized User and the Contractor, Authorized User shall have the option to run testing on the Product prior to acceptance, such tests and data sets to be specified by User. Where using its own data or tests, Authorized User must have the tests or representative set of data available upon delivery. This demonstration will take the form of a documented installation test, capable of observation by the Authorized User, and shall be made part of the Contractor’s standard documentation. The test data shall remain accessible to the Authorized User after completion of the test. In the event that the documented installation test cannot be completed successfully within the specified acceptance period, and the Contractor or Product is responsible for the delay, Authorized User shall have the option to cancel the order in whole or in part, or to extend the testing period for an additional thirty (30) day increment. Authorized User shall notify Contractor of acceptance upon successful completion of the documented installation test. Such cancellation shall not give rise to any cause of action against the Authorized User for damages, loss of profits, expenses, or other remuneration of any kind. If the Authorized User elects to provide a deficiency statement specifying how the Product fails to meet the specifications within the testing period, Contractor shall have thirty (30) days to correct the deficiency, and the Authorized User shall have an additional sixty (60) days to evaluate the Product as provided herein. If the Product does not meet the specifications at the end of the extended testing period, Authorized User, upon prior written notice to Contractor, may then reject the Product and return all defective Product to Contractor, and Contractor shall refund any monies paid by the Authorized User to Contractor therefor. Costs and liabilities associated with a failure of the Product to perform in accordance with the functionality tests or product specifications during the acceptance period shall be borne fully by Contractor to the extent that said costs or liabilities shall not have been caused by negligent or willful acts or omissions of the Authorized User’s agents or employees. Said costs shall be limited to the amounts set forth in the Limitation of Liability Clause for any liability for costs incurred at the direction or recommendation of Contractor.

  • Medications Psychotropic medications and medications associated with treating a diagnosed mental health condition.

  • Promotional Materials In the event that the Fund or the Adviser makes available any promotional materials related to the Securities or the transactions contemplated hereby intended for use only by registered broker-dealers and registered representatives thereof by means of an Internet web site or similar electronic means, the Adviser will install and maintain, or will cause to be installed and maintained, pre-qualification and password-protection or similar procedures which are reasonably designed to effectively prohibit access to such promotional materials by persons other than registered broker-dealers and registered representatives thereof.

  • Medication 1. Xxxxxxx’s physician shall prescribe and monitor adequate dosage levels for each Client. 2. Xxxxxxx’s physician shall not impose and/or limit dosage capitations for any prescribed medication for the treatment of opioid use disorder.

  • FDA As to each product subject to the jurisdiction of the U.S. Food and Drug Administration (“FDA”) under the Federal Food, Drug and Cosmetic Act, as amended, and the regulations thereunder (“FDCA”) that is manufactured, packaged, labeled, tested, distributed, sold, and/or marketed by the Company or any of its Subsidiaries (each such product, a “Pharmaceutical Product”), such Pharmaceutical Product is being manufactured, packaged, labeled, tested, distributed, sold and/or marketed by the Company in compliance with all applicable requirements under FDCA and similar laws, rules and regulations relating to registration, investigational use, premarket clearance, licensure, or application approval, good manufacturing practices, good laboratory practices, good clinical practices, product listing, quotas, labeling, advertising, record keeping and filing of reports, except where the failure to be in compliance would not have a Material Adverse Effect. There is no pending, completed or, to the Company's knowledge, threatened, action (including any lawsuit, arbitration, or legal or administrative or regulatory proceeding, charge, complaint, or investigation) against the Company or any of its Subsidiaries, and none of the Company or any of its Subsidiaries has received any notice, warning letter or other communication from the FDA or any other governmental entity, which (i) contests the premarket clearance, licensure, registration, or approval of, the uses of, the distribution of, the manufacturing or packaging of, the testing of, the sale of, or the labeling and promotion of any Pharmaceutical Product, (ii) withdraws its approval of, requests the recall, suspension, or seizure of, or withdraws or orders the withdrawal of advertising or sales promotional materials relating to, any Pharmaceutical Product, (iii) imposes a clinical hold on any clinical investigation by the Company or any of its Subsidiaries, (iv) enjoins production at any facility of the Company or any of its Subsidiaries, (v) enters or proposes to enter into a consent decree of permanent injunction with the Company or any of its Subsidiaries, or (vi) otherwise alleges any violation of any laws, rules or regulations by the Company or any of its Subsidiaries, and which, either individually or in the aggregate, would have a Material Adverse Effect. The properties, business and operations of the Company have been and are being conducted in all material respects in accordance with all applicable laws, rules and regulations of the FDA. The Company has not been informed by the FDA that the FDA will prohibit the marketing, sale, license or use in the United States of any product proposed to be developed, produced or marketed by the Company nor has the FDA expressed any concern as to approving or clearing for marketing any product being developed or proposed to be developed by the Company.

  • Packaging and Labeling Seller shall properly xxxx, xxxx, and ship Goods and provide Buyer with shipment documentation showing the Order number, Seller’s identification number for the subject Goods, the quantity of goods in shipment and the number of cartons or containers in the shipment.

  • RE-WEIGHING PRODUCT Deliveries are subject to re- weighing at the point of destination by the Authorized User. If shrinkage occurs which exceeds that normally allowable in the trade, the Authorized User shall have the option to require delivery of the difference in quantity or to reduce the payment accordingly. Such option shall be exercised in writing by the Authorized User.

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