Ayush Singh, MS

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machine learning sparse learning parsimonious modelling regularization graphmodels lasso probabilisticgraphmodels elo trueskill feature selection populous deepcl opencl deep compute google nvidia cuda asic cpu gpu nervana on device learning deep learning tpu fpga h2o.ai h2o exploratory data analysis eda r-studio scala random forest classifier data mining rapidminer aws big data mllib spark denoising singhay high dimension data analysis matrix completion voice separation video denoising sparse encoding lowrank matrix

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Ayush Singh, MS

Présentations

Robust Video Denoising and Singing-Voice Separation using Low-rank matrix completion

Red Winged Black Bird Sighting Prediction using Spark Mllib Random Forest Classifier

Deep learning with FPGA

Improving Populous player rankings using Machine Learning

Sparse inverse covariance estimation

J’aime

Neural ODE

Automatic Brain Tumor Segmentation on Multi-Modal MRI with Deep Neural Networks

Deep Learning at Instacart

Introduction to Apache ZooKeeper

Big Data in Real-Time at Twitter

Optimizing MapReduce Job performance

Word representation: SVD, LSA, Word2Vec

Recurrent Neural Networks, LSTM and GRU

Adversarial learning for neural dialogue generation