Calendar of Events
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Using information theory for deep learning, Raja Giryes (TAU)
Using information theory for deep learning, Raja Giryes (TAU)
Apr. 28th 2019, Sun. 12:00 , Raja Giryes (webpage). Tel-Aviv University. Location: Nano Building (206), Room B991. Using information theory for deep learning Abstract: In this talk, we will use two tools in information theory to gain a better understanding of deep learning training. First, we will describe the problem of analog channel coding and ... Read more
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Near-optimal Sample Complexity Bounds for Robust Learning of Gaussians Mixtures via Compression Schemes, Shai Ben David (University of Waterloo)
Near-optimal Sample Complexity Bounds for Robust Learning of Gaussians Mixtures via Compression Schemes, Shai Ben David (University of Waterloo)
Apr. 29th 2019, Sun. 11:00 , Shai Ben David (webpage). University of Waterloo. Location: CS Building (216), Room 201 . Near-optimal Sample Complexity Bounds for Robust Learning of Gaussians Mixtures via Compression Schemes Abstract: We prove that Θ(kd2 /ε^2 ) samples are necessary and sufficient for learning a mixture of k Gaussians in R^d , ... Read more
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Sentiment and Crisis in Financial Texts, News, Economics and AI meetup event
Sentiment and Crisis in Financial Texts, News, Economics and AI meetup event
Two talks blending together textual analysis and finance with applications to sentiment and crisis prediction. #1 A New Method for Sentiment Analysis of Financial Documents * by Danny Lesmy, School of Business Administration, Hebrew University * #2 The Financial Crisis and the Financial Literature - a Textual Analysis * by Dr. Alon Raviv, The Graduate ... Read more
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AutoML by Alibaba: Architecture Search, Anneal and Prune (by Lihi Zelnik-Manor, Technion and Asaf Noy, Alibaba)
AutoML by Alibaba: Architecture Search, Anneal and Prune (by Lihi Zelnik-Manor, Technion and Asaf Noy, Alibaba)
May. 12th 2019, Sun. 12:00 , Lihi Zelnik-Manor and Asaf Noy (webpage). Technion - Israel Institute of Technology and Alibaba. Location: Nano Building (206), Room B991. AutoML by Alibaba: Architecture Search, Anneal and Prune Abstract: Manual network architecture search and hyper-parameter tuning of neural network based algorithms could be a very interesting task but also ... Read more
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