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Recap: Lessons from Today

11/16/2021
Views 40
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ai, algorithm, best practice, brain, deep learning, design, experiment, language, learning, machine learning, machine learning tools, ml, neural network, neuroscience, protein, reality, recycling, science, benchmarking, computational science, drink can, genetic algorithm, numerical linear algebra, proteomics, recommender system, sparse matrix, factorial experiment, machine learning platform, hpo, intelligent experimentation
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Democratizing End-to-End Recommendation Systems

11/16/2021
Views 62
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architecture, car, computer, computing, elephant, engineering, gas, infrastructure, library, machine learning, machine learning tools, memory, ml, music, property, recommendation systems, software , technology, amazon (company), comcast, directv, lease, modem, recommender system, tomato, user profile, fraction, machine learning platform, dlrm, recsys, dien, ship model
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Hyperparameter Optimization of MLPerf Training with Habana Labs: SigOpt Summit 2021

11/16/2021
Views 86
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algorithm, api, cloud computing, deep learning, implementation, machine learning, machine learning tools, ml, reason, recommendation systems, research, software , twitter, box plot, control flow, electric battery, flowchart, fox broadcasting company, hyperparameter (machine learning), hyperparameter optimization, interface (computing), loss function, mathematical optimization, number, patch (computing), workload, mlperf, machine learning platform, hpo
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Supercharging a 1st Place Kaggle Solution to Higher Performance with Intel's David Austin

11/16/2021
Views 151
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data science, experiment, image classification, kaggle, machine learning, machine learning tools, memory, ml, pixel, satellite, workflow, accuracy and precision, attention, brute-force search, convolutional neural network, first-order logic, hyperparameter (machine learning), hyperparameter optimization, imagenet, insight, learning rate, mathematical optimization, outlier, overfitting, parameter, program optimization, source lines of code, visualization (graphics), machine learning platform, image classifier, kaggle grandmaster, equinor
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Deep Learning for Proteomics and the Future of Medicine

11/16/2021
Views 143
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computer science, computer vision, database, deep learning, genetics, intelligence, language, machine learning, machine learning tools, ml, natural language processing, neural network, privacy, science, semantics, activity tracker, fitbit, gene, gene expression, health data, language model, phenotype, proteomics, recurrent neural network, time complexity, world wide web, health ai, machine learning platform, health ml
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Faster, Better Training for Recommendation Systems

11/16/2021
Views 299
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computer, engine, facebook, gender, information, intel, library, machine learning, machine learning tools, ml, recommendation systems, scalability, simulation, smartphone, technology, amazon (company), bottleneck (production), byte, cartesian coordinate system, exercise, gigabyte, huawei, international system of units, loader (computing), mathematical optimization, overhead (computing), recommender system, mlperf, machine learning platform, dlrm, recsys, exhaust system
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Panel: Best Practices for Experiment Design

11/16/2021
Views 559
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algorithm, education, expert, feeling, knowledge, machine learning, machine learning tools, ml, prediction, reason, research, simulation, training, belief, computer simulation, curriculum, doctor of philosophy, genetic algorithm, reliability engineering, sampling (statistics), six sigma, thought, transparency and translucency, design of experiments, factorial experiment, machine learning platform, surrogate model, intelligent experimentation, experiment design, ml experimentation
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Designing New Energy Materials with Machine Learning

11/16/2021
Views 170
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algorithm, computer, data, deep learning, energy, gradient descent, information, machine learning, machine learning tools, materials science, ml, prediction, reason, science, simulation, siri, technology, atom, autoencoder, cell (biology), message passing, prototype, stack (abstract data type), temperature, continuum mechanics, machine learning platform, materials design, atomistic simulation, astronaut training, variational autoencoder
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Better Glass Design with Multi-Objective Bayesian Optimization

11/16/2021
Views 72
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gas, glass, machine learning, machine learning tools, materials science, ml, simulation, star, water, wave, atmosphere of earth, genetic algorithm, hail, iron, light, loss function, precipitation, rain, reflection (physics), refraction, refractive index, silicon dioxide, solar cell, spectrum, transparency and translucency, ultraviolet, wavelength, semiconductor device fabrication, machine learning platform, self-healing material, manufacturing design
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Streamlining Materials Design with Intelligent Experimentation

11/16/2021
Views 115
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machine learning, machine learning tools, ml, novelis, machine learning platform, materials design, sheet product design
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How Can We Be So Slow? Winning the Hardware Lottery by Accelerating Sparse Networks

11/16/2021
Views 206
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ai, brain, central processing unit, computing, deep learning, graphics processing unit, internet of things, machine learning, machine learning tools, mentorship, ml, research, science, twitter, artificial neural network, convolutional neural network, density, efficient energy use, embedded system, mathematical optimization, matrix (mathematics), matrix multiplication, program optimization, sparse matrix, theory, vector space, watt, sparse networks, kernel (linear algebra), machine learning platform, numenta
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Democratizing Time Series Forecasting for Any Industry

11/16/2021
Views 201
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machine learning, machine learning tools, ml, retail, time series forecasting, forestry, machine learning platform, hyperameter optimization
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A Novel Framework for Predictive Maintenance Using Deep Learning and Reliability Engineering

11/16/2021
Views 131
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accenture, big data, cloud computing, downtime, engine, engineering, forecasting, information, machine learning, machine learning tools, ml, prediction, safety, semi-supervised learning, statistics, system, water, availability, heavy equipment, long short-term memory, maintenance (technical), ocean, petroleum reservoir, predictive maintenance, reliability engineering, sea, time series, transport, rnn, normality (behavior), machine learning platform
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Optimizing Pre-Trained Transformers in Conversational AI for Faster Inference, Better Accuracy

11/16/2021
Views 71
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automation, chatbots, customer service, data science, deep learning, engineering, experience, experiment, inference, learning, machine learning, machine learning tools, metal, ml, news, paper, reason, science, technology, water, bart simpson, function (mathematics), grand theft auto v, matrix (mathematics), metal detector, scientist, the matrix, transformers , machine learning platform, mindtree
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Panel: Optimizing and Scaling Graph Neural Networks

11/16/2021
Views 293
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machine learning, machine learning tools, ml, graph neural networks, machine learning platform, gnn
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Keynote: Boost AI Experimentation to Design, Explore, and Optimize Your Models

11/16/2021
Views 251
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ai, algorithm, api, computer vision, deep learning, engineering, experiment, gradient descent, intelligence, learning, machine learning, machine learning tools, machinelearning, mathematics, memory, ml, natural language processing, neural network, reinforcement learning, research, space, tensorflow, accuracy and precision, black box, cluster analysis, hyperparameter (machine learning), scientific method, software framework, machine learning platform, hpo, intelligent experimentation
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Scaling Online ML Predictions At DoorDash

05/26/2021
Views 890
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computer vision, cross-functional team, database, experiment, internet, machine learning, microservices, ml, money, prediction, walmart, water, amazon (company), application software, credit card, doordash, grocery store, load balancing (computing), online and offline, program optimization, reliability engineering, restaurant, subscription business model, target corporation, machine learning platform
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