WLA Prize Laureates Lecture: On machine learning and economic mechanism design - Videos - WLA Prize

NOTICE:For better user experience, we strongly recommend that you log in the WLA Prize Nomination Portal on your computer to submit your nomination.

WLA Prize Laureates Lecture: On machine learning and economic mechanism design

Date Nov. 18, 2022

The WLA Prize held a celebratory lecture series during the 5th WLA Forum in Shanghai from Nov. 3 to Nov.7. Michael I. Jordan, the inaugural WLA Prize Laureate in Computer Science or Mathematics, delivered the academic lecture on Nov. 7, talked about his research and the future development of the field. His lecture title is: On machine learning and economic mechanism design. The lecture was broadcast live.

Lecture abstract:

Machine learning has made significant progress in recent years. Much of this progress has been on the pattern-recognition side of the field. I will focus instead on the decision-making side, where many fundamental challenges remain. Statistical decisions are often given meaning in the context of other decisions, particularly when there are scarce resources to be shared. Managing such sharing is one of the classical goals of microeconomics, and it is given new relevance in the modern setting of large, human-focused datasets, and in data-analytic contexts such as classifiers and recommendation systems.

I'll discuss several recent projects that aim to explore the interface between machine learning and microeconomics, including leader/follower dynamics in strategic classification, and the use of contract theory as a way to design mechanisms that perform statistical inference.

USEFUL LINKS

CONTACT US

info@thewlaprize.org

Building 8, No. 57 Nanchang Road, Shanghai

Copyright © WLA. All rights reserved. | Privacy Policy

Log In

Email:

Password:

Show

or Log in with Verification Code

No account？

Sign Up

Email:

Email Verification Code:

Send

Click "Send" and check email for code. If not received, check your spam folder or contact info@thewlaprize.org.

Password:

Show

Please accept the User Registration Agreement and Privacy Policy.

Already have an account?

User Registration Agreement

User Registration Agreement

Welcome to visit the World Laureates Association Prize (WLA Prize, hereinafter referred to as "We/us/our") Nomination Portal, thank you for choosing and accepting our services. The User Registration Agreement (the "Agreement") is an agreement between you and the WLA Prize for the use of https://www.thewlaprize.org/ (the “Website”) and or/ mobile client, including registration, login, accessing certain content, uploading or otherwise submitting content and acceptance of related services.

1. Special Notice

1.1 In order to provide you with better services, please read the contents of this Agreement carefully, especially the bold part. If you have any questions about the content of this Agreement or the information on the page, or do not agree with this Agreement, please do not proceed to the next step. If you click to confirm and start using our services, it means that you have fully understood this Agreement and agreed to be a party to this Agreement to accept the all of the terms and conditions set forth in this Agreement and any other agreement or document incorporated herein by reference (including but not limited to the "Privacy Policy").If you do not wish to accept the terms and conditions of this Agreement, PLEASE DO NOT proceed with the registration.

1.2 If you are a person without civil capacity or with limited civil capacity, please inform your guardian, and read this Agreement and use our services under the guidance of your guardian.

1.3 If you are not a user in the People's Republic of China (for the purpose of this Agreement, excluding Hong Kong, Macau and Taiwan), you must also comply with the laws of your country or region, and you confirm that entering into and executing this Agreement does not violate the laws and regulations of the country or region where you belong, live, or conduct business activities or other businesses.

2.1 Website: refers to https://www.thewlaprize.org/, and/or mobile client.

2.2 Account: refers to the login account that we open for you after you obtain the user ID and pass the identity verification. If you have not completed the identity verification, you cannot use the WLA Prize Nomination portal.

2.3 Personal information: refers to various information recorded electronically or in other forms that can identify a specific natural person independently or in combination with other information or reflect the activities of a specific natural person, including but not limited to the name, date of birth, ID number, email address, personal biometric information and contact information.

2.4. Identity elements: refers to the information elements we use to identify your identity, including but not limited to your user ID, login account number, password, SMS verification code, phone number, email address, ID number and biometric information.

2.5 Authorities: refers to entities that have the authority to request inquiries, suspending and other measures in accordance with laws and regulations, including but not limited to public security agencies, procuratorates, courts, customs, and tax agencies, etc.

3. Account Registration, Use and Cancellation

3.1 To submit WLA Prize nominations, you need to complete the registration of the website account by submitting your email address. When submitting the nominations, you also need to provide us with your personal information, including but not limited to your name, position, affiliation, and CV. When you register and use our services, you should provide us with true, accurate, complete, legal and valid information, and have full responsibility for such information and you are obliged to maintain and update your information in a timely manner. We are not responsible or liable to any third party, for the content or accuracy of any information provided by you.

3.2 You understand and promise that the account you set up shall not violate national laws and regulations and the provisions of this Agreement, your account name and other registration information shall not contain illegal or negative information, and you may not open an account in the name of another person without the permission of others. We shall have the right to review the information you submitted.

3.3. Your account is only for your own use. Without our written consent, it is prohibited to give, borrow, rent, transfer, sell or otherwise permit others to use the account in any form. If we find out or have reasonable grounds to believe that the user is not the initial registrant of the account, in order to protect the security of the account, we shall have the right to immediately suspend or terminate the provision of services to the registered account, or cancel the account.

3.4. You shall be responsible for maintaining the security of your personal accounts and passwords, shall not disclose your accounts and passwords to others under any circumstances, and assume full legal responsibility for the activities you engage in in the name of the registered account. If you find that someone else uses your account without permission or any other security leaks occur, you shall notify us immediately.

3.5 After you complete the website account registration, log in and conduct reasonable and necessary identity verification. You understand and agree that for security and identification considerations, you may not be able to modify the initial registration information and other verification information provided during registration. You can also apply to cancel your account. We will assist you in canceling your account or deleting relevant data after completing reasonable and necessary verification such as verification of personal information, security status, and device information.

4. Third-party Links and Services

In order to provide you with better services, we may set up third-party links on our Website. It is up to you to decide whether to access these links. We cannot guarantee the authenticity, accuracy and reliability of the information provided by the third party. Any disputes or damages arising out of or relating to third-party links have nothing to do with us, and we do not assume any responsibility.

5. The User's Commitment to Use the Service Legally

You shall be responsible for your use of our services. If we have reason to believe that your behavior violates or may violate laws and regulations or this Agreement, we can independently judge and deal with it, and we shall have the right to take any action with respect to any users that we deem necessary or appropriate in our sole discretion, including terminating the provision of services to you without prior notice and to pursue relevant legal liabilities. You must not commit the following acts when using the services we provide:

5.1 Produce, transmit or publish any illegal or criminal information which is defamatory, obscene, indecent, abusive, offensive, harassing, violent hateful, inflammatory or otherwise objectionable;

5.2 Use any plug-in, tag-on service, system or third-party tool that is not authorized or licensed by us to interfere, destroy, modify or otherwise affect the normal operation of related services;

5.3 Activities that endanger network security such as illegal intrusion into the network, interference with normal network functions, and theft of network data;

5.3 Activities that endanger network security such as illegal intrusion into the network, interference with normal network functions, and theft of network data;

5.4 Without permission, attempt to detect, scan, test the weakness of our system or network, or perform other behaviors that disrupt network security;

5.5 Reverse engineer, reverse assemble, compile or otherwise attempt to discover the source code of our Website or program;

5.6 Malicious registration of website accounts, including but not limited to frequent and bulk registration of accounts;

5.7 Impersonate any person, or misrepresent your identity of affiliation with any person or organization;

5.8 Violate the legal rights (including the rights of publicity and privacy) of others or contain any material that could give rise to any civil or criminal liability under applicable laws or regulations or that otherwise may be in conflict with this Agreement or any documents incorporated herein;

5.9 Infringe any patent, trademark, trade secret, copyright or other intellectual property or other rights of any other person;

5.10 Commit other acts in violations of laws and regulations or this Agreement.

6. Protection of User’s Rights and Information Protection

We fully respect and protect users' privacy and work with you to protect your personal information. During using thisWebsite, you may need to provide relevant personal information so that we can provide you with better services and corresponding technical support. We will use encryption technology, anonymization and other technical measures that match the service and other security measures to protect your personal information. For more information about the protection of users' personal information, please see our "Privacy Policy".

7. Liability for Breach of Contract and Exemption

If either party of this Agreement is unable to perform or fully perform the agreed obligations, the breaching party shall be liable for breach of contract. We are exempt from liability if we are unable to provide services normally due to the following reasons:

7.1 Our system is shut down for maintenance or upgrade;

7.2 Force majeure including but not limited to typhoon, earthquake, flood, lightning or terrorist attack;

7.3 The software and hardware, communication lines, or power supply lines of your electronic equipment are malfunctioning;

7.4 Your improper operation or using our services in a way that is not authorized or approved by us;

7.5 Viruses, Trojan, malicious program attacks, network congestion, system instability, system or equipment failures, communication failures, power failures, bank fault, third-party service defects, or government actions.

Notwithstanding the foregoing, we will take reasonable actions to actively promote the resumption of normal services.

8. Protection of Intellectual Property Rights

8.1 We lawfully own the intellectual property rights, including but not limited to trademark rights, patent rights, copyrights, trade secrets, etc. embodied in works, pictures, files, information, materials, website structure, website page arrangement, website design.

8.2 Without our written consent, it is not permitted to use, modify, decompile, reproduce, publicly disseminate, change, distribute, issue or publicly publish the website program or content.

8.3 Protecting intellectual property rights is your obligation. If there is any violation, you shall be liable for damages.

9. Revision and Notice of this Agreement

9.1 In order to provide you with better services, we will update and improve the service from time to time, and timely revise, supplement and otherwise modify this Agreement. Any such changes will be effective immediately and incorporated into this Agreement. These amendments constitute part of this Agreement and have the same force and effect as this Agreement. Without your explicit consent, we will not reduce your rights under the Agreement as presently in effect. Registered users are encouraged to review the most current version of the Agreement on a periodic basis for changes. Your continued use of service following such notice constitutes your acceptance of any revised terms of the Agreement.

9.2 If we modify this Agreement, we will announce it in advance through a website announcement and obtain your consent through a pop-up window. If you cannot agree to the content of the modified agreement, you shall have the right to stop using the relevant services. If you continue to use our services after this policy update takes effect, you will be deemed to have fully read, understood and accepted the updated agreement, and are willing to be bound by the updated agreement.

10. Application of Law and Jurisdiction

The validity, interpretation, modification, execution and dispute resolution of this Agreement shall be governed by the laws of the People's Republic of China. This Agreement is written in English versions. In the event of a dispute arising in the performance of this Agreement, both parties shall negotiate and resolve it. If either party of this Agreement is unwilling to negotiate or the negotiation fails, either party shall have the right to submit the dispute to Shanghai International Economic and Trade Arbitration Commission for arbitration in accordance with the arbitration rules in effect at that time. The arbitration award is final and binding on both parties.

11. Indemnification

You agree to indemnify, defend and hold us harmless from and against any and all liability, losses, damages and costs, including, without limitation, reasonable attorneys' fees and costs, arising out of or relating to your violation of this Agreement or your use of the Website, including, but not limited to, any use of the Website’s content or services other than as expressly authorized in this Agreement or your use of any information obtained from the Website.

12. How to contact us

If you have any questions, comments and suggestions, please contact us through the following contact information:

Email: info@thewlaprize.org

Mailing Address: Building 8, No. 57 Nanchang Road, Shanghai, China

We will properly handle your questions. Normally, we will reply within 5 working days after verifying your identity.

Last updated: March, 2023

I Understand

Privacy Policy

World Laureates Association Prize (the "WLA Prize") is an international science prize managed by The WLA Foundation (referred to as "we"). We provide prize nomination, selection and other services for nominators and nominees (collectively referred to as "you"). By submitting the nomination package, you voluntarily provide your personal information to us and confirm that your personal information will be used for the purpose of the Laureates' Selection, and that you agree to the following rules regarding the personal information policies.

1. Personal Information We Process

In order to successfully nominate for the WLA Prize, you need to fill in the Nomination Form and provide us with your personal information, including but not limited to your name, position, affiliation, phone number, email, mailing address, education, research and work experience.

2. How We Use Your Personal Information

We use your personal information according to the terms of this Privacy Policy in effect at the time of our use.

In general, we use the information to understand who you are, provide you with various services that pursue our mission and the activities that we engage in.

Specifically, we may use your information to:

a) Communicate with you regarding our programs and activities and respond to your queries;

b) Inform you of the necessary information, notification, invitation regarding our programs and activities;

c) Process and review nominations and essays;

d) Administer the Prize;

e) Conduct research and generate statistics;

f) Undertake other activities subject to your consent.

If we use your personal information beyond the scope directly or reasonably related to that claimed at the time of collection, we will inform you again and obtain your express consent before using your personal information.

3. How We Store and Share Your Personal Information

During the nomination, selection and announcement process of the Prize, we only collect the information that is necessary for a lawful purpose. When using and circulating your personal information, the Prize Secretariat and Prize Committees will strictly comply with the regulations required concerning data privacy and protection.

In accordance with relevant laws, regulations and national standards, we have the following exceptions for sharing and transfer of your personal information:

a) When your personal information is directly related to national security and national defense security;

b) When your personal information is directly related to public safety, public health, and major public interests;

c) When your personal information is directly related to criminal investigation, prosecution, trial and enforcement of judgments, and etc.;

d) When it is difficult to obtain the consent of the individual but for the interests of the life and property of the personal information subject or other individuals;

e) When personal information subjects disclose personal information to the public on their own;

f) When the personal information is collected from legally publicly disclosed information, such as legal news reports, government information disclosure and other channels.

4. The Security of Your Personal Information

We take appropriate security measures for your information to prevent the loss, misuse, unauthorized access or disclosure. In the event of a security incident such as a personal data breach, we will initiate an emergency plan to prevent the magnification of the security incident, and will notify you via push notifications, announcements, etc.

5. Data Retention

In general, we will only retain your personal information for the shortest time necessary to achieve the purpose of the Laureates' Selection, with the following exceptions:

a) To comply with applicable laws and regulations;

b) To comply with court judgments, rulings or other legal procedures;

c) To comply with the law enforcement of government departments.

6. Your Rights

You have the right to request access, correction, and deletion of the personal information we process about you. If you have any questions, complaints, or suggestions about this Privacy Policy or data protection-related matters, you can contact us in the following ways:

Email: info@thewlaprize.org

Mailing Address: Building 8, No. 57 Nanchang Road, Shanghai, China

7. Changes

We may occasionally revise this Privacy Policy. If we make any changes to this Privacy Policy, we will post the updated Privacy Policy on our official website. We encourage you to check the most current version of Privacy Policy on our website frequently. It helps you understand how we are committed to protecting your information and providing you with improved content on the Sites in order to enhance your experience.

I Understand