Neural Network

Discovery - Trustworthy AI

OnlineAI and industry
3 April 2023
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16:00 - 18:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
AI liability in the EU and the US: stifling or securing innovation?
Liability for AI systems, and companies that develop work for...
+1
OnlineAI and cities AI and environment+2
16 February 2023
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16:00 - 17:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Living with ChatGPT: Detecting AI text without destroying trust
Advances in natural language generation (NLG) have resulted in machine...
OnlineAI and cities AI and environment+2
12 January 2023
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17:00 - 18:15
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
AlphaTensor: discovering mathematical algorithms with reinforcement learning
Improving the efficiency of algorithms for fundamental computations has a...
OnlineAI and industry
12 December 2022
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15:00 - 16:10
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
A fundamental problem of AI on digital hardware: Will true trustworthiness require quantum computing?
Artificial Intelligence is currently leading to one breakthrough after another,...
OnlineAI and cities AI and industry+1
28 November 2022
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15:00 - 16:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
How to make AI more fair and unbiased
AI-based decision-making has already penetrated into almost all spheres of...
OnlineAI and cities AI and environment+2
14 November 2022
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15:00 - 16:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Don’t trust your AI system: Model its validity instead
Machine behaviour is becoming cognitively very complex but rarely human-like....
OnlineAI and cities AI and environment+2
24 October 2022
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15:00 - 16:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Towards human-understandable explanations with XAI 2.0
The emerging field of eXplainable Artificial Intelligence (XAI) aims to...
OnlineAI and cities AI and environment+2
3 October 2022
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17:00 - 18:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Interpretable human-AI interaction for content creation and machine autonomy
Deep learning models such as ConvNet and transformers have made...
OnlineAI and cities AI and environment+2
26 September 2022
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15:00 - 16:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
In search of trustworthy AI: Can the law help?
In recent years, policymakers and computer scientists have increasingly embarked...
OnlineAI and cities AI and environment+2
5 September 2022
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15:00 - 16:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
No one should trust AI
Trust is a condition between peers or near-peers in a...
OnlineAI and cities AI and environment+2
14 July 2022
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15:00 - 16:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
When should you trust the developers of AI systems?
Trustworthy AI often focuses on the trust we should, or shouldn’t,...
Online
14 March 2022
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16:30 - 18:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Predicting the parameters of a neural network without training it
Reducing barriers for deep learning practitioners to develop neural networks...
OnlineAI and peopleAI and partnerships
16 December 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Explainability and Robustness for trustworthy AI
Today, thanks to advances in statistical machine learning, AI is...
OnlineAI and peopleAI and partnerships
9 December 2021
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14:00 - 15:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Interpretable Neural Networks for Computer Vision: Clinical Decisions that are Computer-Aided, not Automated
Let us consider a difficult computer vision challenge. Would you...
OnlineAI and peopleAI and partnerships
2 December 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Algorithmic recourse: from theory to practice
In this talk I will introduce the concept of algorithmic...
OnlineAI and peopleAI and partnerships
25 November 2021
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16:00 - 17:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Trustworthy AI through law: current proposals to regulate artificial intelligence
This talk looks into current proposals to regulate the use...
OnlineAI and peopleAI and partnerships
18 November 2021
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14:00 - 15:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
A long way towards reliable and robust machine learning
There has been substantial progress in the area of robust...
OnlineAI and peopleAI and partnerships
11 November 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Making Deep Machines Right for the Right Reasons
Deep neural networks have shown excellent performances in many real-world...
OnlineAI and peopleAI and partnerships
28 October 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Safety and robustness for deep learning with provable guarantees
Computing systems are becoming ever more complex, with decisions increasingly...
OnlineAI and peopleAI and partnerships
24 June 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Towards robust and reliable model explanations
Himabindu Lakkaraju (Harvard Business School) will present her research as...
OnlineAI and peopleAI and partnerships
10 June 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Bayesian deep learning
Bayesian models are rooted in Bayesian statistics and easily benefit...
OnlineAI and peopleAI and partnerships
27 May 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
XAI and trust
As part of the Trustworthy AI series, Grégoire Montavon (TU...
OnlineAI and peopleAI and partnerships
20 May 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Poisoning attacks on AI
Battista Biggio (University of Cagliari) will present his research on...
OnlineAI and peopleAI and partnerships
29 April 2021
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17:30 - 18:30
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Adversarial attacks and defences
Aleksander Madry (MIT) will present his latest research on Adversarial...
OnlineAI and people
22 April 2021
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17:00 - 18:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Steps toward trustworthy machine learning
How can we trust systems built from machine learning components?...
OnlineAI and people
15 April 2021
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15:00 - 16:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Towards auditable AI systems
Artificial Intelligence (AI) systems such as deep neural networks play...
OnlineAI and people
25 March 2021
•
17:00 - 18:00
EST - New York
CST - Beijing
PST - Los Angeles
AWST - Perth, Australia
Adversarially (non-)robust machine learning
One of the key limitations of deep-learning is its inability...