Explore how to improve interpretability of AI models through generating counterfactual explanations with minimal perturbations and realistic, actionable suggestions. Addressing limitations of current methods and the need for a more flexible generative framework to ensure explanations are clear, conc

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Delve into the concept of unconditional counterfactual explanations without revealing the black box of AI decision-making processes. Discover how these explanations aim to inform, empower, and provide recourse for individuals impacted by automated decisions, addressing key challenges in interpretabi

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CounterNet presents an innovative framework integrating model training and counterfactual explanation generation efficiently. By training the predictive model and counterfactual generator together, CounterNet ensures improved validity of explanations at a lower cost. This approach enhances convergen

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The provided content covers a case of a patient post right hemicolectomy with abdominal pain. Initial assessment and management plan are discussed, emphasizing the importance of targeted post-operative assessment and recognizing serious post-operative pain causes. Other potential complications and e

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How to get Post Matric Scholarship for Obc in Puducherry\n\nThe Post Matric Scholarship for OBC Students in Puducherry for the academic year, offered by the Ministry of Social Justice & Empowerment, Government of India, is an opportunity for students in the OBC category to pursue post-matric educati

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Understanding the significance of post-16 planning for future success and utilizing Unifrog tools to create a pathway for achieving goals. Access Unifrog to record Post-16 intentions and gain guidance on career planning. Engage with educational resources to develop a strategic plan for post-16 aspir

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This content delves into the complexities of wireless ad hoc networks, focusing on issues such as medium access control, hidden node problems, and location-dependent carrier sensing. It discusses design challenges, including bandwidth efficiency and quality of service support, as well as practical s

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The Neil Hussey Heart Charity provides free ECGs to young individuals in Jersey through secondary schools, with plans to expand to sport clubs. The grant has been used for equipment rental, electrodes, ECG interpretation services, insurance, and ad-hoc purchases like a room divider for patient priva

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Explore different historical interpretations of the Cold War through three main perspectives: Traditional/Orthodox, Revisionist, and Post-Revisionist/Contemporary/Post-1991. The Traditional/Orthodox view blames Stalin for the breakdown of relations, the Revisionist view points to mutual provocations

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Follow this detailed guide to complete the PSEA Ad Hoc Withdrawal Form for NUS Office of Financial Aid for the October 2023 intake. Learn how to log in using SingPass, submit on behalf of a minor, provide documentation as a legal guardian, and select the correct category for your application. Ensure

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Learn how to efficiently input data and build reports in PlanUW using Smart View. Discover the differences between data input forms and Ad Hoc grids, understand when to use each, and explore the steps involved in entering data via Ad Hoc. Find out how to open forms and reports in Smart View, as well

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Explore the performance and characteristics of various post-quantum signature schemes including Lattice-based Dilithium, QTesla, Falcon, Symmetric Sphincs+, Picnic, Multivariate GEMSS, Rainbow, and more. Understand the implications of using these schemes in TLS, code signing, firmware updates, signe

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The post-Brexit landscape for the UK involves significant changes in trade relationships, with key developments including trade agreements, partnerships, and negotiations involving the EU, US, and California. Dr. Matt Beech's insights on the UK's evolving position post-EU exit shed light on the chal

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The ACBCYW Provider Ad Hoc Workgroup Report for February 2020 outlines the objectives of the workgroup, which include reviewing past activities, gathering new information to enhance provider behavior and education on breast cancer in young women, and advising on future programmatic efforts. The repo

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Discover how to navigate the ad hoc reporting feature on Beta.Sam.gov to access valuable data for market research and business growth. Learn about the data bank, running reports, and utilizing contract information to refine your business strategy effectively. Make informed decisions and stay ahead i

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The Lower Allen Township Public Safety Ad Hoc Committee organized a Fire/Rescue Services Presentation featuring presenters from Lower Allen Fire Company, Lisburn Community Fire Company, and Lower Allen Dept. of Public Safety. The presentation focused on identifying capability gaps, preparing for dif

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Post-mining areas are classified based on completion of mining activities, contour restoration, and revegetation work. Classification is done outlet-by-outlet, with specific data requirements for precipitation-induced outlets before applying for post-mining limits. The determination for classificati

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The study explores adversarial attacks on post-hoc explanation methods like LIME and SHAP in machine learning, highlighting the challenges in interpreting and trusting complex ML models. It introduces a framework to mask discriminatory biases in black box classifiers, demonstrating the limitations o

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This article explores the concept of generating interpretable, diverse, and plausible counterfactual explanations within explainable AI (XAI). It highlights the challenges with current methods, introduces an instance-guided approach, and emphasizes the importance of good counterfactuals. The discuss

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The presentation by M.K. Gupta sheds light on the crucial aspect of post-Defects Liability Period (DLP) maintenance in rural infrastructure development. It emphasizes the need for timely maintenance to save assets worth millions, prevent accidents, and ensure the longevity of roads. The detailed ins

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Exploring the concepts of ad-hoc polymorphism and overloading in programming languages, this text delves into the differences between parametric and ad-hoc polymorphism, the significance of overloading, and various approaches to implementing overloading for different types of operations.

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OHP supplemental benefits now extend for 12 months post-pregnancy instead of 60 days, impacting eligible members whose pregnancies end on or after April 1, 2021. Reimbursement processes have been updated for out-of-pocket expenses incurred within the extended post-partum period. Temporary rules for

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Different types of fruits and vegetables are grown in India due to varied agro-climatic conditions. India, being the second largest producer globally, faces significant post-harvest losses. Improper management practices such as careless harvesting, inadequate storage facilities, and processing metho

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This presentation provides an overview of the updated Western Australian multidisciplinary post-fall management guidelines for healthcare professionals. It covers the 48-hour post-fall process, the role of the multidisciplinary team, post-fall huddles, and clinical investigation. The guidelines aim

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Submission discusses the potential impact of post-quantum algorithms on IEEE 802.11 networks, highlighting the necessity to prepare for a post-quantum future. It explores the risks posed by quantum computing to existing cryptographic systems and emphasizes the importance of adopting post-quantum sol

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This study investigates the prognostic value of measuring post-PCI Fractional Flow Reserve (FFR) and intravascular imaging in patients with complex 3-vessel coronary artery disease (CAD), focusing on the impact on outcomes such as target vessel failure (TVF), including cardiac death, target vessel m

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Explore the intersection of mobile ad hoc networks, location-based applications, and context-based services in a hyper-connected world. Understand the implications of human movement patterns, privacy threats, and the significance of location as identity. Discover strategies for controlling location

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This collection of images and data discusses the importance of monitoring thyroid function after head and neck cancer treatment, specifically focusing on post-treatment thyroid function tests, audits of practices in head and neck units, thyroid function post laryngectomy, and the significance of det

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The Scientific Committee's Ad Hoc Working Group on Narwhal in East Greenland, led by Roderick Hobbs, presented findings at the NAMMCO Annual Meeting 2021. The group discussed distribution and stock structure, management areas, survey data, abundance estimates, and removals by year, shedding light on

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Presentation proposing the establishment of an ad-hoc working group focused on utilizing AI and digital technologies to combat the COVID-19 health emergency. The group aims to cover various stages of epidemic emergencies, including prevention, preparedness, outbreak detection, surveillance, recovery

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The Stillwater Township Internet Ad Hoc Committee provides updates on broadband progress, speed test results, grant eligibility, and status updates from ISPs like Century Link and Comcast/Xfinity. The focus is on achieving MN statutory broadband goals and expanding access to high-speed internet in t

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This guide presented by the Office of the Secretary of State in May 2020 covers post-election administration procedures such as recounts, contests, and data practices. The focus is on the Post-Election Review process, including the Post-Election Equipment Review (PER) to ensure the accuracy of the c

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This document, compiled for the January 2024 802.11 Working Group plenary meeting, includes motions, straw polls, and ad-hoc meeting authorizations. It covers topics such as venue preferences, meeting room temperatures, ad-hoc meeting approvals, SA Ballot comment resolutions, and letter ballot recir

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In a sub-tropical region of India, the need for solar energy in agricultural practices, particularly post-harvest management of fruits and vegetables, is highlighted. Emphasis is placed on minimizing post-harvest losses through proper handling, transportation, and storage techniques. Various aspects

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In the July 2023 IEEE 802.3 ad hoc meeting, various amendments were reviewed and discussed, including projects related to Ultra High Reliability in WLANs. Feedback on project clarity and scope was provided for further refinement. The meeting aimed to gather input from different working groups and en

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This research delves into the challenges and security threats faced by ad hoc wireless networks, particularly in the context of connected vehicles. It explores various attacks such as distributed denial-of-service, spoofing, replay, and more, and aims to measure the impact of implementing security m

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Transitioning an association from an ad-hoc setup to a dedicated secretariat poses various challenges, such as structure issues, communication gaps, and funding limitations. Ensuring coordination, efficient communication protocols, and stable funding are crucial for successful transitions in organiz

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Exploring the significance of post-hoc adjustments in statistical testing to avoid reporting spurious effects and maintain integrity in research. The concept of Familywise Error Rate (FWER) and False Discovery Rate (FDR) control methods, as well as the Bonferroni Correction, are discussed to address

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An Ad Hoc Committee was formed to address concerns raised by 9-month faculty regarding the full fringe benefits charged on their summer salaries derived from grants or contracts. The faculty feels that since benefits are paid during the academic year, charging them in the summer is unnecessary. The

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Causes of migration are debated between macro-structural and micro-subjective perspectives. Macro explanations focus on push factors like overpopulation and poverty, while micro explanations view migration as rational choices. The debate also includes meso-social factors such as migrant networks and

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