Mars XianginThe StartupWhen Artificial Intelligence Surpasses Human IntelligenceIs an intelligence explosion guaranteed or even likely to happen?Oct 3, 2020Oct 3, 2020
Mars XianginThe StartupConsciousness: The Greatest Mystery of Artificial IntelligenceIn the future, if you owned a robot that could talk to you, would you consider it conscious?Aug 29, 2020Aug 29, 2020
Mars XiangOvercoming the Quarantine Depression and Increasing ProductivityThere is no instance of a nation benefiting from prolonged quarantine. — Sun Tzu, The Art of Quarantines (quote was changed)Aug 15, 2020Aug 15, 2020
Mars XianginThe StartupDynamic Programming to Artificial Intelligence: Q-LearningA failure is not always a mistake, it may simply be the best one can do under the circumstances. The real mistake is overfitting.Aug 1, 20201Aug 1, 20201
Mars XianginThe StartupConvolutions: Transposed and DeconvolutionConvolutional Neural Networks are commonly used in computer vision problems. But what about transposed convolution and deconvolution?Jul 17, 20203Jul 17, 20203
Mars XianginThe StartupClassifying Toxic Comments with Natural Language ProcessingMulti-Class Sentiment Analysis with NLPJul 4, 2020Jul 4, 2020
Mars XianginThe StartupGenerating Text with Character-Based Deep RNNsIs artificial intelligence as good as professional writers? Probably not. But they can write some impressive stories.Jun 19, 2020Jun 19, 2020
Mars XianginThe StartupAbstractive Text Summarization with NLPRNNs, LSTMs, and Word Embeddings For Text SummarizationJun 6, 2020Jun 6, 2020
Mars XianginThe StartupFighting Fraud with Anomaly DetectionUnivariate and Multivariate Gaussian Anomaly DetectionMay 23, 2020May 23, 2020
Mars XianginThe StartupArtificial Intelligence — How Computers Really LearnBasics of Machine LearningMay 9, 2020May 9, 2020