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How to Make an Image Classifier - Intro to Deep Learning #6

We're going to make our own Image Classifier for cats & dogs in 40 lines of Python! First we'll go over the history of image classification, then we'll dive into the ...

ACM CCS 2017 - Oblivious Neural Network Predictions via MiniONN Transformations - Jian Liu

Presented by Jian Liu. October 31st, 2017. © 2017 ACM, Inc. All Rights Reserved.

Safety Verification for Deep Neural Networks (ICST2018)

ICST2018 keynote "Safety Verification for Deep Neural Networks" by Marta Kwiatkowska. Deep neural networks have achieved impressive experimental results ...

ACM CCS 2017 - DeepLog: Anomaly Detection and Diagnosis from System Logs [...] - Min Du

Presented by Min Du. November 1st, 2017. © 2017 ACM, Inc. All Rights Reserved.

Gaze-guided object classification using deep neural networks for attention-based computing

Recent advances in eye tracking technologies opened the way to design novel attention-based user interfaces. This is promising for pro-active and assistive ...

Interview with Vadim Markovtsev, Lead Software Engineer - Machine Learning Team at Source {d}

Juan Salazar, Content Marketing Manager at Dataconomy Media interviewed Vadim Markovtsev, Lead Software Engineer - Machine Learning Team at Source ...

Using Convolutional Networks and Satellite Imagery to Identify Patterns

Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban Environments at a Large Scale Author: Adrian Albert, Department of Civil and ...

Robust Treecode Approximation for Kernel Machines

Auhtors: William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros Abstract: Since exact evaluation of a kernel matrix requires O(N2) work, ...

Warm Start for Parameter Selection of Linear Classifiers

Authors: Bo-Yu Chu, Chia-Hua Ho, Cheng-Hao Tsai, Chieh-Yen Lin, Chih-Jen Lin Abstract: In linear classification, a regularization term effectively remedies the ...

Transfer Learning for Bilingual Content Classification

Authors: Qian Sun, Mohammad Amin, Baoshi Yan, Craig Martell, Vita Markman, Anmol Bhasin, Jieping Ye Abstract: LinkedIn Groups provide a platform on ...