Calendar of Events
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A Universally Consistent 1-Nearest-Neighbor Algorithm by Sivan Sabato
A Universally Consistent 1-Nearest-Neighbor Algorithm by Sivan Sabato
Mar. 31st 2019, Sun. 12:00 , Sivan Sabato (webpage). Ben-Gurion University. Location: Nano Building (206), Room B991. A Universally Consistent 1-Nearest-Neighbor Algorithm Abstract: We show a 1-Nearest-Neighbor algorithm that is universally strongly-Bayes-consistent in all metric spaces where such a learner exists. This is the first learning algorithm known to enjoy this property. Joint ... Read more
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Unsupervised Learning for Translation across Languages and Images, CS colloquium talk by Yedid Hoshen (Facebook)
Unsupervised Learning for Translation across Languages and Images, CS colloquium talk by Yedid Hoshen (Facebook)
Unsupervised Learning for Translation across Languages and Images 04/04/2019 - 12:00 Speaker: Yedid Hoshen Seminar: colloquium מיקום: Building 216, Room 201 Abstract: This talk will describe my past and ongoing work on translating images and words between very different datasets without supervision. Although Humans often do not require supervision to make connections between very different ... Read more
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Learning Representations for Planning, Talk by Aviv Tamar (Technion)
Learning Representations for Planning, Talk by Aviv Tamar (Technion)
Apr. 7th 2019, Sun. 12:00 , Aviv Tamar (webpage). Technion - Israel Institute of Technology. Location: Nano Building (206), Room B991. Learning Representations for Planning Abstract: How can we build autonomous robots that operate in unstructured and dynamic environments such as homes or hospitals? This problem has been investigated under several disciplines, including planning (motion ... Read more
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Digital Humanities Workshop
Digital Humanities Workshop
Instructor: Dr. Yael Netzer, Ben Gurion University Program: 10:00-11:30: Form, structure and content from scanned documents to digital data: a quick introduction to – structured, unstructured, semi-structured documents, representation standards and knowledge resources. 11:30-12:00: Break & installations 12:00-13:30: From texts to maps: a 'hands-on' class: a quick journey - named entities recognition; data representation: ... Read more
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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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