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The Seventh Annual Tom Tom Founders Festival is a week-long celebration of innovators, visionaries, and artists who are shaping small cities. The Festival occurs at dozens of venues throughout downtown Charlottesville. 

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Thursday, April 12 • 2:45pm - 3:15pm
Explainable AI: Key Techniques and Societal Implications Almost Full

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The field of Explainable AI strives to understand the inner workings of “black-box” algorithms to ensure their safe adoption in society. As advances in AI and, more specifically, machine learning, create more complex models, there is a growing regulatory and ethical appetite to understand the decision-making process of these models. This talk dives into state of the art methods (e.g., LIME and Integrated Gradients) for explaining deep learning models and considers the challenges inherent to this research field.

 


Speakers
avatar for Mark Ibrahim

Mark Ibrahim

Machine Learning Engineer, Capital One
Mark Ibrahim is a machine learning engineer at Capital One's Center for Machine Learning.
avatar for Ceena Modarres

Ceena Modarres

Data Scientist, Capital One
Ceena Modarres is a Data Scientist and Machine Learning Engineer at Capital One. He works on ML interpretability research and natural language processing applications within the organization. He has a M.S. in Reliability Engineering and lives in Manhattan's Lower East Side.

Sponsors
avatar for Capital One

Capital One

Capital One is a diversified bank that offers a broad array of financial products and service to consumers, small businesses and commercial clients. 
avatar for S&P Global

S&P Global

S&P Global Inc. (prior to April 2016 McGraw Hill Financial, Inc., and prior to 2013 McGraw Hill Companies) is an American publicly traded corporation headquartered in New York City. Its primary areas of business are financial information and analytics. It is the parent company of... Read More →




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