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A Review of Challenges and Opportunities in Machine Learning for Health |
2020/01/03 - 11:21pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Health Data, Electronic Healthcare Data, Healthcare, Health Policy |
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The reusable holdout: Preserving validity in adaptive data analysis |
2019/12/12 - 11:22pm |
Academic Paper |
Data Analysis, Data Analytical Strategies, Statistical Analysis, Causal Inference Methods |
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Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead |
2019/10/05 - 5:32pm |
Academic Paper |
Artificial Intelligence, Machine Learning |
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Graphical Tools for Linear Structural Equation Modeling |
2019/09/02 - 10:05pm |
Academic Paper |
Causality, Causal Inference, Graphs, Structural Equation Models |
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Graphs, Causality and Structural Equation Models |
2019/08/21 - 10:01pm |
Academic Paper |
Causality, Causal Inference, Graphs, Structural Equation Models |
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Unit Selection Based on Counterfactual Logic |
2019/08/04 - 10:35pm |
Academic Paper |
Causality, Causal Inference, Counterfactual Logic, Counterfactual Reasoning |
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Living with Uncertainty but Still Learning - Andrew Gelman |
2019/07/22 - 6:12pm |
Video |
Statistics, Data Uncertainty, Andrew Gelman |
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The Simpson's paradox unraveled |
2019/06/22 - 6:48pm |
Academic Paper |
Simpson's Paradox, Causal Diagrams, Confounding, Collapsibility |
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Milgram Experiment |
2019/05/14 - 8:55pm |
Video |
Groupthink, Cognitive Control, Authority, Violence, Milgram Experiment |
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Real numbers, data science and chaos: How to fit any dataset with a single parameter |
2019/05/11 - 10:39pm |
Academic Paper |
Chaotic Systems, Machine Learning, Generalization, Hypothesis Testing, Prediction |
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Fooled by Correlation: Common Misinterpretations in Social "Science" |
2019/05/10 - 11:58pm |
Academic Paper |
Social Science, Nonlinear Systems, Mean Deviation, Standard Deviation, Relative Standard Deviation, PCA/Factor Analysis, Fat Tails, Linear Regression, Correlation, Causation |
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Challenges of Bringing Machine Learning to the Masses |
2019/04/13 - 12:40am |
Slides |
Machine Learning |
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Asch Conformity Experiment |
2019/04/11 - 8:52pm |
Video |
Groupthink, Conformity, Asch Conformity Experiment |
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Dr. James Simons - S. Donald Sussman Fellowship Award Fireside Chat Series |
2019/03/01 - 12:44am |
Video |
James Simons, Algorithm Decision Making, Finance, Trading |
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Gauge Theory and Inflation: Enlarging the Wu-Yang Dictionary |
2019/01/12 - 9:42pm |
Video |
Physics, Gauge Theory, Wu-Yang dictionary |
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James Simons and C.N. Yang - Interview |
2019/01/12 - 9:38pm |
Video |
Physics, Wu-Yang dictionary, James Simons, C.N. Yang, Gauge Theory, Geometry |
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Concept of Nonintegrable Phase Factors and Global Formulation of Gauge Fields |
2019/01/12 - 9:34pm |
Academic Paper |
Physics, Nonintegrable Phase Factors, Wu-Yang dictionary, Gauge Theory, Geometry |
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Please Stop Explaining Black Box Models for High Stakes Decisions |
2018/11/23 - 12:40am |
Academic Paper |
Artificial Intelligence, Machine Learning, Black Box Models, Interpretation |
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Skin in the Game - Nassim Nicholas Taleb |
2018/11/08 - 1:10am |
Video |
Skin in the Game, Nassim Nicholas Taleb, Stoicism, Philosophy of Science, Ancients, Probabilistic Logic |
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How AI Traders Will Dominate Hedge Fund Industry |
2018/10/19 - 2:50am |
Video |
Artificial Intelligence, AI, Trading, Hedge Fund |
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Advances in Deep Neural Networks |
2017/07/02 - 9:55pm |
Video |
Artificial Intelligence, Machine Learning, Neural Networks, Deep Neural Networks |
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TensorFlow Tutorial - Reinforcement Learning |
2017/05/18 - 2:26pm |
Video |
TensorFlow, Reinforcement Learning |
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TensorFlow Tutorial - GPU vs. CPU Speed |
2017/05/18 - 2:23pm |
Video |
TensorFlow, Speed, GPU, CPU |
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TensorFlow Tutorial - Style Transfer Algorithm |
2017/05/18 - 2:16pm |
Video |
TensorFlow, Style Transfer Algorithm |
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TensorFlow Tutorial - DeepDream Algorithm |
2017/05/18 - 2:14pm |
Video |
TensorFlow, DeepDream Algorithm |
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TensorFlow Tutorial - Visual Analysis |
2017/05/18 - 2:11pm |
Video |
TensorFlow, Visual Analysis |
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TensorFlow Tutorial - Adversarial Noise for MNIST |
2017/05/18 - 2:08pm |
Video |
TensorFlow, Adversarial Noise for MNIST |
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TensorFlow Tutorial - Adversarial Examples |
2017/05/18 - 2:05pm |
Video |
TensorFlow, Adversarial Examples |
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TensorFlow Tutorial - Video Data |
2017/05/18 - 2:02pm |
Video |
TensorFlow, Video Data |
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TensorFlow Tutorial - Transfer Learning |
2017/05/18 - 1:58pm |
Video |
TensorFlow, Transfer Learning |
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TensorFlow Tutorial - Inception Model |
2017/05/18 - 1:54pm |
Video |
TensorFlow, Inception Model |
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TensorFlow Tutorial - CIFAR-10 |
2017/05/18 - 1:45pm |
Video |
TensorFlow, CIFAR-10 |
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TensorFlow Tutorial - Ensemble Learning |
2017/05/18 - 1:42pm |
Video |
TensorFlow, Ensemble Learning |
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TensorFlow Tutorial - Save & Restore |
2017/05/18 - 1:37pm |
Video |
TensorFlow, Save & Restore |
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TensorFlow Tutorial - Layers API |
2017/05/18 - 1:32pm |
Video |
TensorFlow, Layers API |
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TensorFlow Tutorial - Pretty Tensor |
2017/05/18 - 1:25pm |
Video |
TensorFlow, Pretty Tensor |
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TensorFlow Tutorial - Convolutional Neural Network |
2017/05/18 - 1:21pm |
Video |
TensorFlow, Convolutional Neural Network |
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TensorFlow Tutorial - Simple Linear Model |
2017/05/18 - 1:17pm |
Video |
TensorFlow |
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Human-level Control Through Deep Reinforcement Learning |
2017/05/17 - 9:46pm |
Academic Paper |
Reinforcement Learning, Hierarchical Sensory Processing, Deep Q-Network, Artificial Agent |
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Combining Evidence Using Bayes’ Rule |
2017/05/17 - 9:35pm |
Academic Paper |
Naive Bayes, Bayes Rule, Combining Evidence, Naive Bayes Algorithm |
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Probabilistic Matrix Factorization for Automated Machine Learning |
2017/05/17 - 9:31pm |
Academic Paper |
Machine Learning, Probabilistic Matrix Factorization, Automated Machine Learning, Probability Theory |
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Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World |
2017/05/17 - 9:27pm |
Academic Paper |
Robotics, Neural Networks, Domain Randomization, Simulation, Simulated Images |
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Predictability of Week-3–4 Average Temperature and Precipitation over the Contiguous United States |
2017/05/17 - 9:21pm |
Academic Paper |
Forecasting, Combining Forecasts, Time Series Forecasting, Weather Research, Climate Science |
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Trading Value and Information in Markov Decision Processes (MDPs) |
2017/05/17 - 9:16pm |
Academic Paper |
Markov Chains, Markov Decision Processes, MDP, INFO-RL Algorithm |
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Does Academic Research Destroy Stock Return Predictability? |
2017/05/17 - 9:10pm |
Academic Paper |
Finance, Forecasting, Academic Research, Stock Return Predictability, Arbitrage, Market Efficiency, Statistical Bias. |
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… and the Cross-Section of Expected Returns |
2017/05/17 - 9:05pm |
Academic Paper |
Finance, Forecasting |
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Manifestations of User Personality in Website Choice and Behaviour on Online Social Networks |
2017/05/17 - 9:00pm |
Academic Paper |
Social Networks, Behavior, User Personality, Website Choice |
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Betting Against Correlation - Testing Theories of the Low-Risk Effect |
2017/05/17 - 8:58pm |
White Paper |
Finance, Risk Management |
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2016 Analytics Trends |
2017/05/17 - 8:56pm |
White Paper |
Analytics Trends |
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Predictive Analytics & Machine Learning Vendors 2017 |
2017/05/17 - 8:52pm |
White Paper |
Predictive Analytics, Machine Learning, Vendors |
