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Dr. Christian Nagel | The Future of VC - How the Industry Gets Disrupted

11/18/2020
Views 85
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analytics, database, information, investor, news, research, social media, tool, value chain, venture capital, accuracy and precision, decision-making, evaluation, parameter, tesla, inc., unicorn (finance), web crawler, wonder woman
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Ulli Waltinger | Trustworthy AI for the Physical World

11/17/2020
Views 42
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automation, bias, causality, engineer, expert, intelligence, learning, machine learning, memory, reason, research, risk, science, simulation, society, software , system, compressor, credibility, explainable artificial intelligence, laboratory, leverage (finance), personal computer, trust (social science)
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Christian Guttmann | Roadmapping a Successful AI journey: From Grassroots to Board Rooms

11/17/2020
Views 126
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automation, employment, entrepreneurship, internet of things, leadership, recruitment, strategy, sweden, tourism, value proposition, world economic forum, alphago, board of directors, disruptive innovation, intrapreneurship, performance indicator, proof of concept, supervised learning
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Aljoscha Burchardt & Mario Brandenburg | A paper tiger aiming for the moon. Can Germany make AI?

11/17/2020
Views 81
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algorithm, computer vision, debate, facebook, law, learning, nothing, privacy, robot, startup company, statistics, twitter, classroom, common sense, contract, european single market, general data protection regulation, teacher, type i and type ii errors, wormhole, eye tracking, christian lindner, free democratic party (germany)
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Chris Boos | Now that AI Is Here, What Do We Do with It

11/17/2020
Views 176
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agriculture, ai, artificial intelligence, automation, berlin, big data, creativity, innovation, künstliche intelligenz, language, learning, machine learning, productivity, reason, research, robot, robotic process automation, self-driving car, technology, apple inc., assembly line, business process automation, curiosity, economies of scale, factory, human overpopulation, industrial revolution, industrialisation, lifelong learning, fabian westerheide, rise of ai, rise of ai summit, egotism
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Semi-bandit Optimization in the Dispersed Setting

08/04/2020
Views 16
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dimension, feedback, information, law, saudi arabia, utility, acronym, bit, concrete, interval (mathematics), knapsack problem, loss function, map, parameter, reptile, smoothness, greedy algorithm, measure (mathematics)
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Risk Bounds for Low Cost Bipartite Ranking

08/05/2020
Views 23
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algorithm, car, experiment, facebook, hypothesis, learning, research, risk, solution, texas, air pollution, bomb, child, earth, exponentiation, function (mathematics), likelihood function, mcdonald's, ratio, sample size determination, summation, triangle, inner product space, concentration, constitution of texas
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Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings

08/04/2020
Views 37
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data, database, dimension, facebook, learning, machine learning, prediction, probability, reason, relational database, research, space, steve jobs, directed graph, embedding, expected value, fax, function (mathematics), information retrieval, knowledge graph, knowledge base, probability distribution, random variable, relational model, finitary relation
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Semi-Supervised Learning: the Case When Unlabeled Data is Equally Useful

08/05/2020
Views 83
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algorithm, data, hypothesis, information, learning, machine learning, money, paper, question, risk, semi-supervised learning, texas, wine, density, function (mathematics), information theory, intuition, online machine learning, prime number, supervised learning, tattoo, theorem, double bass, probability density function, continuously variable transmission
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Sensor Placement for Spatial Gaussian Processes with Integral Observations

08/05/2020
Views 17
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geometry, navigation, ultrasound, average, beyoncé, glucose, polygon, sensor, transmitter, regular polygon
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Semi-supervised learning, causality, and the conditional cluster assumption

08/05/2020
Views 106
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disease, semi-supervised learning, sympathy, cluster analysis, confounding, expectation–maximization algorithm, factorization, generative model, supervised learning, signs and symptoms, unimodality
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Structure Learning for Cyclic Linear Causal Models

08/05/2020
Views 79
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dimension, information, insurance, learning, munich, property, protein, simulation, tax, alabama, emergency department, equation, formula, gene expression, graph (discrete mathematics), gulf war, hip hop music, mania, matrix (mathematics), metric (mathematics), receipt, ship, transpose, nissan altima, necessity and sufficiency
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Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series

08/05/2020
Views 85
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learning, simulation, solution, air conditioning, correlation and dependence, equation, function (mathematics), goal, hidden markov model, interval (mathematics), lighting, likelihood function, markov chain, markov model, mean, nonlinear system, parameter, stationary process, time series, truth, unsupervised learning, feature learning, exponential family, independent component analysis, latent variable
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Learning LWF Chain Graphs: A Markov Blanket Discovery Approach

08/06/2020
Views 70
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algorithm, big data, causality, data, experiment, facebook, fraud, learning, probability, child, false positives and false negatives, graph (discrete mathematics), mean girls, minnie mouse, mouth, muhammad ali, torque, tractor, triangle, skeleton, graphical model, aurangabad, dreamgirls, michael bennett (theater), spinosaurus
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No-regret Exploration in Contextual Reinforcement Learning

08/06/2020
Views 38
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algorithm, dimension, learning, machine learning, optimism, probability, reinforcement learning, confidence interval, estimation theory, function (mathematics), generalized linear model, goal, gradient, logarithm, matrix (mathematics), parameter, polynomial, probability distribution, random variable, sequence, smoothness, variable (mathematics), covariance matrix, linearity, categorical distribution
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Non Parametric Graph Learning for Bayesian Graph Neural Networks

08/06/2020
Views 104
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data, dimension, experiment, future, information, learning, machine, machine learning, metal, question, solution, artificial neural network, atom, calculator, citation, convolution, graph (discrete mathematics), laptop, lighting, likelihood function, parameter, patient, polynomial, proposition, parametric model
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Finite-Memory Near-Optimal Learning for Markov Decision Processes with Long-Run Average Reward

08/05/2020
Views 12
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energy, finance, information, knowledge, language, learning, mathematics, memory, probability, property, reinforcement learning, research, technology, texas, bribery, function (mathematics), goal, mathematical optimization, maxima and minima, mole (unit), password, reinforcement, tradition, use case, almost surely
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OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation

08/05/2020
Views 18
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algorithm, australia, currency, experiment, inference, information, insurance, knowledge, learning, metal, neural network, paypal, reinforcement learning, tax, astronaut, categorical variable, cattle, door, observation, orthodontics, recurrent neural network, reinforcement, tank, union (american civil war), categorical distribution
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Online Parameter-Free Learning of Multiple Low Variance Tasks

08/05/2020
Views 23
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car, computer, data, learning, academy awards, average, cancer, cat, flower, hotel, hyperparameter (machine learning), organism, scribe, leech, vác
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Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch

08/05/2020
Views 28
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dimension, disability, experiment, information, knowledge, learning, motivation, question, reinforcement learning, robot, space, transfer learning, auction, correlation and dependence, covariance, expected value, function (mathematics), knowledge transfer, matrix (mathematics), parameter, covariance matrix, variation of parameters, mutual information, transfer of learning, channel orange
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EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices

08/06/2020
Views 128
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art, lawsuit, memory, scalability, youtube, approximation, carnegie mellon university, chromecast, glasses, order of magnitude, paragraph, turtle, invertible matrix, state of the art, hessian matrix
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Adversarial Learning for 3D Matching

08/06/2020
Views 30
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elephant, learning, los angeles, moon, neverland, 4-h, enterovirus
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Amortized Bayesian Optimization over Discrete Spaces

08/05/2020
Views 105
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emotion, evolution, experiment, food, insurance, iteration, learning, license, neural network, protein, reinforcement learning, revolution, silver, solution, space, basalt, dna, hotel, mathematical optimization, parameter, patient, reinforcement, inner loop
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Efficient Rollout Strategies for Bayesian Optimization

08/05/2020
Views 57
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engineering, future, information, learning, machine learning, protein, reinforcement learning, simulation, accuracy and precision, estimator, evaluation, expected value, function (mathematics), gaussian process, global positioning system, mathematical optimization, monte carlo method, normal distribution, random variable, reinforcement, uncertainty, variance, xbox one, monte carlo integration
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Fair Contextual Multi-Armed Bandits: Theory and Experiments

08/05/2020
Views 108
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email, india, learning, multi-armed bandit, probability, robot, space, united states, average, easter, easter egg (media), egg, function (mathematics), furnace, greece, likert scale, liquor, penis, probability distribution, seattle, los gatos, california, demeter, bell gardens, california
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Dueling Posterior Sampling for Preference-Based Reinforcement Learning

08/06/2020
Views 71
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algorithm, experiment, feedback, information, iteration, learning, probability, reinforcement learning, simulation, space, tax, utility, attention, decision-making, function (mathematics), information theory, linear regression, mathematical optimization, parrot, race (human categorization), regression analysis, sampling (statistics), vector space, inner product space, assignment problem
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The Scientific Method: Security Chaos Experimentation & Attacker Math

05/20/2021
Views 58
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design, experiment, knowledge, learning, memory, mindset, physics, prediction, progress, reality, science, belief, branches of science, calculus, cognition, confidence, force, game theory, isaac newton, psychological resilience, scientific method, theory, truth, rational choice theory, behavioral game theory
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Your Metrics Suck! 5 SecOps Metrics That Are Better Than MTTR

05/20/2021
Views 73
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automation, business, insurance, intelligence, investment, knowledge, language, learning, mindset, research, resource, shopping, utility, attention, bit, book, covid-19 pandemic, firewall (computing), lottery, mission statement, truth, use case, self-efficacy, 5 secops metrics, next-generation firewall
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Transforming Finance: Tech Is Everywhere

10/16/2020
Views 138
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concept, economic inequality, empathy, financial inclusion, governance, innovation, institute, intelligence, interest, leadership, learning, machine learning, milken, narrative, onboarding, policy, productivity, risk, race (human categorization), research and development, social exclusion, social inequality, telecommuting, understanding, underwriting
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Ten Years in Ten Months: Accelerating the Disruption of Higher Education

10/14/2020
Views 10
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anxiety, bias, education, globalization, institute, learning, mathematics, mental health, milken, adolescence, classroom, depression (mood), distance education, doctor of philosophy, education in the united states, educational technology, international student, internet access, learning environment, major depressive disorder, newspaper, standardized test, student financial aid (united states), suicide, tuition payments, college admissions in the united states, george washington university
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