Perfect agreement Sample Clauses

Perfect agreement. We evaluated how well GAM would perform if the agreement model produced perfect predictions. This is done by letting the agreement model see the true labels, and always return 1 when nodes agree, and 0 oth- erwise. We ran this experiment for all 3 datasets with an MLP base classifier. The results in Ta- Table 2: Accuracy (%) of an MLP with 128 hidden units using GAM with a perfect agreement model. Model Datasets Xxxx Citeseer Pubmed MLP128 + GAMp 90.5 76.5 91.6 ble 2 show that a perfect agreement model produces a huge boost, up to 38.8% over the baseline. For Citeseer, the smaller improvement is not surprising, given that only 49% nodes are connected by agreement (see Section 3.2).
AutoNDA by SimpleDocs

Related to Perfect agreement

  • Perfection, Etc Subject to the Legal Reservations and Section 5.03, each Collateral Document delivered pursuant to this Agreement will, upon execution and delivery thereof, be effective to create in favor of the Collateral Agent for the benefit of the Secured Parties, legal, valid and enforceable Liens on, and security interests in, the Collateral described therein to the extent intended to be created thereby, except as to enforcement, as may be limited by applicable domestic bankruptcy, insolvency, fraudulent conveyance, reorganization (by way of voluntary arrangement, schemes of arrangements or otherwise), moratorium and other similar laws relating to or affecting creditors’ rights generally, general equitable principles (whether considered in a proceeding in equity or at law) and (a) when financing statements are filed in the offices of the Secretary of State of each Loan Party’s jurisdiction of organization or formation and applicable documents are filed and recorded as applicable in the United States Copyright Office or the United States Patent and Trademark Office and (b) upon the taking of possession or control by the Collateral Agent of such Collateral with respect to which a security interest may be perfected only by possession or control (which possession or control shall be given to the Collateral Agent to the extent possession or control by the Collateral Agent is required by the applicable Collateral Document) the Liens created by the Collateral Documents shall constitute fully perfected Liens so far as possible under relevant law on, and security interests in (to the extent intended to be created thereby and required to be perfected under the Loan Documents), all right, title and interest of the grantors in such Collateral in each case free and clear of any Liens other than Liens permitted hereunder.

  • Collateral Documents and Guaranty (a) The Secured Parties irrevocably authorize the Collateral Agent, at its option and in its discretion, (i) to release any Lien on any property granted to or held by the Collateral Agent under any Credit Document (v) upon termination of all Commitments and payment in full of all Obligations (other than Remaining Obligations) and the expiration, termination or Cash Collateralization of all Letters of Credit, (w) that is sold or otherwise disposed of or to be sold or otherwise disposed of as part of or in connection with any sale or other disposition permitted under the Credit Documents to any Person other than a Credit Party (provided that if requested by the Administrative Agent, the Borrowers shall provide a certification that such disposition is permitted by this Agreement), (x) subject to Section 10.5, if approved, authorized or ratified in writing by the requisite lenders under this Agreement, (y) if the property subject to such Lien is owned by a Guarantor, upon release of such Guarantor from its obligations under its Guaranty pursuant to clause (iii) below or (z) to the extent the property subject to such Lien becomes an Excluded Asset; (ii) to subordinate any Lien on any property granted to or held by the Collateral Agent under any Credit Document to the holder of any Lien on such property that is permitted by Section 6.2(f) or 6.2(g); and (iii) to release any Guarantor from its obligations under the Guaranty if such Person ceases to be a Restricted Subsidiary as a result of a transaction permitted under the Credit Documents. Upon request by the Collateral Agent at any time, the Lenders will confirm in writing the Collateral Agent’s authority to release or subordinate its interest in particular types or items of property, or to release any Guarantor from its obligations under the Guaranty pursuant to this Section 9.10(a). If any Collateral is disposed of as permitted by Section 6.9 to any Person other than a Credit Party, such Collateral shall be sold free and clear of the Liens created by the Credit Documents and the Administrative Agent or the Collateral Agent, as applicable, shall, at the expense of the Borrowers, take any and all actions reasonably requested by the Borrowers to effect the foregoing (provided that if requested by the Administrative Agent, the Borrowers shall provide a certification that such disposition is permitted by this Agreement). (b) Anything contained in any of the Credit Documents to the contrary notwithstanding, each Credit Party, the Administrative Agent, the Collateral Agent and each Secured Party hereby agree that (i) no Secured Party shall have any right individually to realize upon any of the Collateral or to enforce the Guaranty, it being understood and agreed that all powers, rights and remedies hereunder and under any of the Credit Documents may be exercised solely by the Administrative Agent or the Collateral Agent, as applicable, for the benefit of the Secured Parties in accordance with the terms hereof and thereof and all powers, rights and remedies under the Collateral Documents may be exercised solely by the Collateral Agent for the benefit of the Secured Parties in accordance with the terms thereof, and (ii) in the event of a foreclosure or similar enforcement action by the Collateral Agent on any of the Collateral pursuant to a public or private sale or other disposition (including pursuant to Section 363(k), Section 1129(b)(2)(a)(ii) or otherwise of the Bankruptcy Code), the Collateral Agent (or any Lender, except with respect to a “credit bid” pursuant to Section 363(k), Section 1129(b)(2)(a)(ii) or otherwise of the Bankruptcy Code) may be the purchaser or licensor of any or all of such Collateral at any such sale or other disposition and the Collateral Agent, as agent for and representative of Secured Parties (but not any Lender or Lenders in its or their respective individual capacities) shall be entitled, upon instructions from Required Lenders, for the purpose of bidding and making settlement or payment of the purchase price for all or any portion of the Collateral sold at any such sale or disposition, to use and apply any of the Obligations as a credit on account of the purchase price for any Collateral payable by the Collateral Agent at such sale or other disposition. (c) Neither the Administrative Agent nor the Collateral Agent shall be responsible for or have a duty to ascertain or inquire into (including any representation or warranty regarding) the existence, value or collectability of the Collateral, the existence, priority or perfection of the Collateral Agent’s Lien thereon, or any certificate prepared by any Credit Party in connection therewith, and neither the Administrative Agent nor the Collateral Agent shall be responsible or liable to the Lenders for any failure to monitor or maintain any portion of the Collateral. (d) No Secured Swap Contract or Cash Management Obligation will create (or be deemed to create) in favor of any Eligible Counterparty or Cash Management Bank, as applicable, that is a party thereto any rights in connection with the management or release of any Collateral or of the obligations of any Guarantor under the Credit Documents except as expressly provided in Section 8.3 and Section 10.5(d)(iv). By accepting the benefits of the Collateral, each Eligible Counterparty and each Cash Management Bank shall be deemed to have appointed the Collateral Agent as its agent and agreed to be bound by the Credit Documents as a Secured Party, subject to the limitations set forth in this clause (d). Notwithstanding any other provision of this Section 9 to the contrary, the Administrative Agent shall not be required to verify the payment of, or that other satisfactory arrangements have been made with respect to, Cash Management Obligations or Obligations arising under Secured Swap Contracts unless the Administrative Agent has received written notice of such Obligations, together with such supporting documentation as the Administrative Agent may reasonably request, from the applicable Cash Management Bank or Eligible Counterparty, as the case may be.

  • Maintenance of Perfected Security Interest; Further Documentation (a) Such Grantor shall maintain the security interest created by this Agreement as a perfected security interest having at least the priority described in Section 5.05 and shall defend such security interest against the claims and demands of all Persons whomsoever except for Excepted Liens. (b) At any time and from time to time, upon the request of the Administrative Agent or any other Secured Party, and at the sole expense of such Grantor, such Grantor will promptly and duly give, execute, deliver, indorse, file or record any and all financing statements, continuation statements, amendments, notices (including, without limitation, notifications to financial institutions and any other Person), contracts, agreements, assignments, certificates, stock powers or other instruments, obtain any and all governmental approvals and consents and take or cause to be taken any and all steps or acts that may be necessary or advisable or as the Administrative Agent may reasonably request to create, perfect, establish the priority of, or to preserve the validity, perfection or priority of, the Liens granted by this Agreement or to enable the Administrative Agent or any other Secured Party to enforce its rights, remedies, powers and privileges under this Agreement with respect to such Liens or to otherwise obtain or preserve the full benefits of this Agreement and the rights, powers and privileges herein granted. (c) Without limiting the obligations of the Grantors under Section 5.02(b): (i)upon the request of the Administrative Agent or any other Secured Party, such Grantor shall take or cause to be taken all actions (other than any actions required to be taken by the Administrative Agent or any Lender) requested by the Administrative Agent to cause the Administrative Agent to (A) have "control" (within the meaning of Sections 9-104, 9-105, 9-106, and 9-107 of the UCC) over any Collateral constituting Deposit Accounts, Electronic Chattel Paper, Investment Property (including the Pledged Securities), or Letter-of-Credit Rights, including, without limitation, executing and delivering any agreements, in form and substance satisfactory to the Administrative Agent, with securities intermediaries, Issuers or other Persons in order to establish "control", and each Grantor shall promptly notify the Administrative Agent and the other Secured Parties of such Grantor's acquisition of any such Collateral, and (B) be a "protected purchaser" (as defined in Section 8.303 of the Texas UCC); (ii) with respect to Collateral other than certificated securities and goods covered by a document in the possession of a Person other than such Grantor or the Administrative Agent, such Grantor shall obtain written acknowledgment that such Person holds possession for the Administrative Agent's benefit; and (iii) with respect to any Collateral constituting Goods that are in the possession of a bailee, such Grantor shall provide prompt notice to the Administrative Agent and the other Secured Parties of any such Collateral then in the possession of such bailee, and such Grantor shall take or cause to be taken all actions (other than any actions required to be taken by the Administrative Agent or any other Secured Party) necessary or requested by the Administrative Agent to cause the Administrative Agent to have a perfected security interest in such Collateral under applicable law. (d) This Section 6.02 and the obligations imposed on each Grantor by this Section 6.02 shall be interpreted as broadly as possible in favor of the Administrative Agent and the other Secured Parties in order to effectuate the purpose and intent of this Agreement.

  • Collateral and Guaranty Matters (a) Each of the Lenders (including in its capacities as a potential Cash Management Bank and a potential Hedge Bank) and the L/C Issuer irrevocably authorize the Administrative Agent, at its option and in its discretion, (i) to release any Lien on any property granted to or held by the Administrative Agent under any Loan Document (i) upon the Facility Termination Date, (ii) that is sold or otherwise disposed of or to be sold or otherwise disposed of as part of or in connection with any sale or other disposition permitted hereunder or under any other Loan Document, or (iii) if approved, authorized or ratified in writing by the Required Lenders in accordance with Section 11.01; (ii) to subordinate any Lien on any property granted to or held by the Administrative Agent under any Loan Document to the holder of any Lien on such property that is permitted by Section 7.01(i); and (iii) to release any Guarantor from its obligations under the Guaranty if such Person ceases to be a Subsidiary as a result of a transaction permitted under the Loan Documents. (b) Upon request by the Administrative Agent at any time, the Required Lenders will confirm in writing the Administrative Agent’s authority to release or subordinate its interest in particular types or items of property, or to release any Guarantor from its obligations under the Guaranty pursuant to this Section 9.10. In each case as specified in this Section 9.10, the Administrative Agent will, at the Borrower’s expense, execute and deliver to the applicable Loan Party such documents as such Loan Party may reasonably request to evidence the release of such item of Collateral from the assignment and security interest granted under the Collateral Documents or to subordinate its interest in such item, or to release such Guarantor from its obligations under the Guaranty, in each case in accordance with the terms of the Loan Documents and this Section 9.10. (c) The Administrative Agent shall not be responsible for or have a duty to ascertain or inquire into any representation or warranty regarding the existence, value or collectability of the Collateral, the existence, priority or perfection of the Administrative Agent’s Lien thereon, or any certificate prepared by any Loan Party in connection therewith, nor shall the Administrative Agent be responsible or liable to the Lenders for any failure to monitor or maintain any portion of the Collateral.

  • Perfection Certificate The Administrative Agent (or its counsel) shall have received a completed Perfection Certificate dated the Closing Date and signed by a Responsible Officer of each Loan Party, together with all attachments contemplated thereby.

  • Perfection and Priority The security interest granted pursuant to this Agreement constitutes a valid and continuing perfected security interest in favor of the Collateral Agent for the benefit of the Secured Parties in all Collateral subject, for the following Collateral, to the occurrence of the following: (i) in the case of all Collateral in which a security interest may be perfected by filing a financing statement under the UCC, the completion of the filings specified on Schedule 2 (which, in the case of all filings referred to on such schedule, have been duly authorized by each Grantor and delivered to the Collateral Agent in completed form), (ii) with respect to any deposit account, the execution of a Control Agreement, (iii) in the case of all Copyrights, Trademarks and Patents for which UCC filings are insufficient, all appropriate filings having been made with the Applicable IP Office, (iv) in the case of letter-of-credit rights that are not supporting obligations of Collateral, the execution of a Contractual Obligation granting control to the Collateral Agent over such letter-of-credit rights, and (v) in the case of electronic chattel paper, the completion of all steps necessary to grant control to the Collateral Agent over such electronic chattel paper. Such security interest shall be prior to all other Liens on the Collateral except for Customary Permitted Liens having priority over the Collateral Agent’s Lien by operation of law or permitted pursuant to clause (c), (e) or (j) of the definition of “Customary Permitted Liens” in the Credit Agreement or subsection 8.2(c), 8.2(d), 8.2(e), 8.2(f) or 8.2(h) of the Credit Agreement upon (i) in the case of all Pledged Certificated Stock, Pledged Debt Instruments and Pledged Investment Property, the delivery thereof to the Collateral Agent of such Pledged Certificated Stock, Pledged Debt Instruments and Pledged Investment Property consisting of instruments and certificates, in each case properly endorsed for transfer to the Collateral Agent or in blank, (ii) in the case of all Pledged Investment Property not in certificated form, the execution of a Control Agreement with respect to such investment property, and (iii) in the case of all other instruments and tangible chattel paper that are not Pledged Certificated Stock, Pledged Debt Instruments or Pledged Investment Property, the delivery to the Collateral Agent of such instruments and tangible chattel paper. Except as set forth in this Section 4.2, all actions by each Grantor necessary to perfect the Lien granted hereunder on the Collateral have been duly taken.

  • Security Interest Matters This Agreement creates a valid and continuing “security interest” (as defined in the Relevant UCC) in the Receivables in favor of the Trust, which security interest is prior to all other Liens and is enforceable as such as against creditors of and purchasers from the Depositor. The Receivables constitute “tangible chattel paper” or “electronic chattel paper” (each as defined in the Relevant UCC). The Depositor owns and has good and marketable title to the Receivables free and clear of any Lien, claim or encumbrance of any Person. The Depositor has caused or will cause prior to the Closing Date the filing of all appropriate financing statements in the proper filing offices in the appropriate jurisdictions under applicable law necessary to perfect the security interest in the Receivables granted to the Trust under this Agreement. Other than the security interest granted to the Trust under this Agreement, the Depositor has not pledged, assigned, sold, granted a security interest in or otherwise conveyed any of the Receivables. The Depositor has not authorized the filing of and is not aware of any financing statements against the Depositor that include a description of collateral covering the Receivables other than any financing statement relating to the security interest granted to the Trust under this Agreement or that has been terminated. The Depositor is not aware of any material judgment or tax lien filings against the Depositor. The security interest of the Seller in each Financed Vehicle has been validly assigned by the Depositor to the Trust. Neither the Depositor nor a custodian or vaulting agent thereof has communicated, nor will they communicate, an “authoritative copy” (as defined in the Relevant UCC) of any Receivable to any Person other than the Servicer, the Trust or the Indenture Trustee.

  • Perfection and Priority of Liens Receipt by the Administrative Agent of the following: (i) searches of Uniform Commercial Code filings and tax and judgment liens in the jurisdiction of formation of each Loan Party and each other jurisdiction reasonably required by the Administrative Agent, disclosing no Liens other than Permitted Liens; (ii) UCC financing statements for each appropriate jurisdiction as is necessary, in the Administrative Agent’s discretion, to perfect the Administrative Agent’s security interest in the Collateral; (iii) all certificates evidencing any certificated Equity Interests pledged to the Administrative Agent pursuant to the Security Agreement, together with duly executed in blank and undated stock powers attached thereto; (iv) searches of ownership of, and Liens on, United States registered intellectual property of each Loan Party in the appropriate governmental offices, disclosing no Liens other than (A) Permitted Liens and (B) Liens to be released on the Initial Borrowing Date; and (v) duly executed notices of grant of security interest in substantially the form required by the Security Agreement as are necessary, in the Administrative Agent’s sole discretion, to perfect the Administrative Agent’s security interest in the United States registered intellectual property of the Loan Parties; provided that, to the extent any Collateral is not or cannot be provided and/or perfected on the Initial Borrowing Date (other than the pledge and perfection of the security interests in the Equity Interests of the Parent’s material, wholly owned Domestic Subsidiaries (except with respect to certificated Equity Interests in the Target and its Subsidiaries, which shall be delivered with duly executed in blank and undated stock powers attached thereto not later than 2 Business Days after the Initial Borrowing Date) and assets with respect to which a lien may be perfected by the filing of a UCC financing statement) after the Loan Parties’ use of commercially reasonable efforts to do so, then the delivery of such Collateral and/or the perfection of a security interest in such Collateral shall not constitute a condition precedent to the availability of the Comdata Facilities on the Initial Borrowing Date but instead shall be delivered and/or perfected within thirty (30) days after the Initial Borrowing Date (or such longer period as the Administrative Agent agrees in its sole discretion).

  • Collateral Documents and Guaranties Each Lender (which term shall include, for purposes of this Section 8.6, any Hedge Agreement Counterparty) hereby further authorizes Administrative Agent, on behalf of and for the benefit of Lenders, to enter into each Collateral Document as secured party and to be the agent for and representative of Lenders under each Guaranty, and each Lender agrees to be bound by the terms of each Collateral Document and the Guaranties; provided that Administrative Agent shall not (a) enter into or consent to any material amendment, modification, termination or waiver of any provision contained in any Collateral Document or the Guaranties or (b) release any Collateral (except as otherwise expressly permitted or required pursuant to the terms of this Agreement or the applicable Collateral Document), in each case without the prior consent of Requisite Lenders (or, if required pursuant to Section 9.6, all Lenders); provided further, however, that, without further written consent or authorization from Lenders, Administrative Agent may execute any documents or instruments necessary to (i) release any Lien encumbering any item of Collateral that is the subject of a sale or other disposition of assets permitted by this Agreement or to which Requisite Lenders have otherwise consented, (ii) release any Subsidiary Guarantor from the Subsidiary Guaranty if all of the Capital Stock of such Subsidiary Guarantor is sold to any Person (other than an Affiliate of Company) pursuant to a sale or other disposition permitted hereunder or to which Requisite Lenders have otherwise consented or (iii) subordinate the Liens of Administrative Agent, on behalf of Secured Parties, to any Liens permitted by clause (v) of Section 6.2(a); provided that, in the case of a sale or other disposition of such item of Collateral or stock referred to in subdivision (i) or (ii), the requirements of Section 9.14 are satisfied. Anything contained in any of the Loan Documents to the contrary notwithstanding, (A) no Lender shall have any right individually to realize upon any of the Collateral under any Collateral Document or to enforce any Guaranty, it being understood and agreed that all powers, rights and remedies under the Collateral Documents and the Guaranties may be exercised solely by Administrative Agent for the benefit of Lenders in accordance with the terms thereof and (B) in the event of a foreclosure by Administrative Agent on any of the Collateral pursuant to a public or private sale, Administrative Agent or any Lender may be the purchaser of any or all of such Collateral at any such sale and Administrative Agent, as agent for and representative of Lenders (but not any Lender or Lenders in its or their respective individual capacities unless Requisite Lenders shall otherwise agree in writing) shall be entitled, for the purpose of bidding and making settlement or payment of the purchase price for all or any portion of the Collateral sold at any such public sale, to use and apply any of the Obligations as a credit on account of the purchase price for any Collateral payable by Administrative Agent at such sale.

  • RATIFICATION OF PERFECTION CERTIFICATE Borrower hereby ratifies, confirms and reaffirms, all and singular, the terms and disclosures contained in a certain Perfection Certificate dated as of June 13, 2002 between Borrower and Bank, and acknowledges, confirms and agrees the disclosures and information Borrower provided to Bank in said Perfection Certificate has not changed, as of the date hereof.

Draft better contracts in just 5 minutes Get the weekly Law Insider newsletter packed with expert videos, webinars, ebooks, and more!