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Recap: Lessons from Today

11/16/2021
Views 39
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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 150
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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 142
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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 558
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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 291
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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 249
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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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Always watching, sensing and listening by Himax WE-I Plus at the edge

03/25/2022
Views 183
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big data, central processing unit, cloud computing, computer hardware, home security, internet of things, machine learning, machine learning tools, metadata, microcontroller, microsoft, microsoft azure, neural network, privacy, smart city, speech recognition, tensorflow, accelerometer, access control, camera, computer data storage, lighting, low-power electronics, sensor, computer science 2021, computer science conference 2021, computer science event, computer science event 2021, machine learning approaches, tinyml foundation, tinyml2021, tinyml talks 2021
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Production Worthy Tools for Creating AI at the IoT Edge

03/25/2022
Views 191
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automation, big data, central processing unit, cloud computing, computer science, deep learning, intel, internet of things, library, machine learning tools, metadata, microcontroller, privacy, automated machine learning, computer network, data compression, embedded system, field-programmable gate array, hyperparameter optimization, image segmentation, multi-core processor, real-time computing, sampling (statistics), statistical classification, time series, use case, wearable technology, computer science 2021, machine learning techniques, tinyml foundation, tinyml2021, tinyml talks 2021, machine learning technologie, machine learning tutorials
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System Level Energy Considerations for Battery Powered AI

03/25/2022
Views 188
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central processing unit, computer, facebook, machine learning, machine learning tools, memory, microcontroller, reason, risk, sleep, accuracy and precision, clock rate, consumption (economics), convolution, convolutional neural network, image editing, interface (computing), kernel (operating system), low-power electronics, macintosh, microphone, signal, spectrogram, control data corporation, electric energy consumption, computer science 2021, computer science conference, computer science event 2021, machine learning techniques, machine learning technologie, tinyml foundation, tinyml2021, tinyml2021 talk
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Breaking News on Disruptive Products and Tools: Facebook

03/25/2022
Views 299
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art, brain, computer, facebook, information, law, library, machine learning tools, memory, protein, snapchat, star, technology, accuracy and precision, basement, distillation, integrated circuit, mass, mass media, refrigerator, sanitation, semiconductor, silicon, truth, uncertainty, brain implant, computer science event 2021, machine learning 2021, machine learning architectures, tinyml foundation, tinyml2021, tinyml talks 2021, meng li, talk by meng li
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Breaking News on Disruptive Products and Tools: Microsoft

03/25/2022
Views 381
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central processing unit, computer, encryption, intel, machine learning tools, microsoft, pixel, reason, tax, android (operating system), artificial neural network, computer data storage, computer network, convolution, data compression, graph (abstract data type), microsoft windows, perception, plug and play, random-access memory, raster graphics, recurrent neural network, switch, walt disney world, keyboard technology, computer science 2021, machine learning 2021, tinyml foundation, tinyml2021, tinyml2021 talk, tinyml talks 2021
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Tiny and Flexible ML with Lattice FPGA

03/25/2022
Views 189
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machine learning tools, computer science event 2021, machine learning 2021, machine learning technologie, tinyml foundation, tinyml2021, tinyml2021 tutorials, tinyml2021 talk, sreepada. v. hegade, talk by sreepada. v. hegade
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Low power computer vision with Eta Compute AI Vision board

03/24/2022
Views 180
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bluetooth, central processing unit, computer, computer hardware, computer vision, google, machine learning, machine learning tools, mind, music, pixel, smartphone, snapchat, software , space, application software, camera, electrical connector, grayscale, integrated circuit, interface (computing), latency (engineering), microphone, sense, sensor, usb, computer science 2021, computer science event 2021, machine learning 2021, machine learning techniques, machine learning technologie, tinyml2021, tinyml2021 talk, semir haddad, talk by semir haddad
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Keynote: Efficient Audio-Visual Understanding on AR Devices

03/25/2022
Views 1.98 K
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artificial intelligence, augmented reality, cloud computing, compiler, computer graphics, computer hardware, computer science, computer vision, computing, internet, learning, machine learning, machine learning tools, neural network, smartphone, software , tensorflow, virtual reality, wireless, bandwidth (computing), image segmentation, internet access, microphone, multimodal interaction, program optimization, speech synthesis, eye tracking, computer science 2021, machine learning architectures, tinyml2021, machine learning 2021, vikas chandra
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Hardware Aware Training for Efficient Keyword Spotting on General Purpose and Specialized Hardware

03/24/2022
Views 105
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artificial intelligence, cloud computing, computer hardware, computer science, deep learning, information, machine learning tools, memory, research, software , software testing, tensorflow, time, avr microcontrollers, accuracy and precision, application software, bit, computational neuroscience, fragmentation (computing), interface (computing), long short-term memory, matrix (mathematics), sense, software release life cycle, specification (technical standard), white noise, computer science conference 2021, computer science event, machine learning 2021, tinyml foundation, tinyml2021, tinyml2021 tutorials, tinyml2021 talk
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tinyML inference SW – where do we go from here?

03/24/2022
Views 597
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automation, bluetooth, computer graphics, computer programming, concept, graphics processing unit, intel, internet, language, machine learning, machine learning tools, microcontroller, mind, nvidia, reason, software , tensorflow, abstraction, cuda, double-precision floating-point format, integrated circuit, pleasure, stack (abstract data type), world wide web, tinyml, computer science 2021, computer science conference 2021, computer science event, computer science event 2021, machine learning 2021, tinyml foundation, tinyml2021 panel discussion, tinyml talks 2021
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Keynote: Adaptive Neural Networks for Agile TinyML

03/24/2022
Views 571
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artificial intelligence, cloud computing, computer science, computer vision, deep learning, machine learning, machine learning tools, mind, startup company, surveillance, system, tensorflow, video, accuracy and precision, attention, benchmarking, computer network, control flow, floating-point arithmetic, gesture recognition, heuristic, latency (engineering), network socket, parallel computing, server (computing), smartwatch, visualization (graphics), network optimization , computer science 2021, tinyml2021, tinyml2021 keynote, keynote by sek chai, sek chai
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TinyML journey: from face detection demo to real-life commercial deployment

03/23/2022
Views 215
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algorithm, central processing unit, computer science, computer vision, engineering, facebook, machine learning, machine learning tools, pixel, privacy, qualcomm, reason, science, software , system, application software, computer monitor, exposure (photography), laptop, microsoft windows, personal computer, sense, touchpad, understanding, use case, visual perception, tinyml, keyboard technology, computer science event, computer science event 2021, machine learning 2021, tinyml foundation, tinyml2021 talk, tinyml talks 2021
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Gesture-controlled in-ear headphones, presentation and live demo

03/23/2022
Views 554
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computer, flash memory, gesture, intel, language, machine learning, machine learning tools, mobile app, research, software , software development, sweden, technology, application software, efficient energy use, gesture recognition, headphones, integrated circuit, interface (computing), nonverbal communication, proof of concept, prototype, radar, random-access memory, research and development, tablet computer, computer science 2021, computer science conference 2021, computer science event 2021, machine learning 2021, machine learning technologie, computer science event 2021, computer science event, tinyml2021 talk, tinyml talks 2021
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Keynote: Many shades of acceleration – an Open TinyML Platform Perspective

03/23/2022
Views 424
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artificial intelligence, automation, central processing unit, computer science, deep learning, flash memory, machine learning, machine learning tools, neural network, tensorflow, arm architecture, bit, computer data storage, computer file, concurrent computing, control unit, data compression, digital signal processor, direct memory access, hardware acceleration, instruction pipelining, instruction set architecture, interface (computing), parallel computing, processor register, program optimization, serial peripheral interface, supercomputer, superscalar processor, deep learning architecture, tinyml foundation, tinyml2021, tinyml2021 keynote, computer science 2021
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