Mars XianginThe StartupWhen Artificial Intelligence Surpasses Human IntelligenceIs an intelligence explosion guaranteed or even likely to happen?5 min read·Oct 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?4 min read·Aug 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)5 min read·Aug 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.5 min read·Aug 1, 2020--1--1
Mars XianginThe StartupConvolutions: Transposed and DeconvolutionConvolutional Neural Networks are commonly used in computer vision problems. But what about transposed convolution and deconvolution?5 min read·Jul 17, 2020--3--3
Mars XianginThe StartupClassifying Toxic Comments with Natural Language ProcessingMulti-Class Sentiment Analysis with NLP5 min read·Jul 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.4 min read·Jun 19, 2020----
Mars XianginThe StartupAbstractive Text Summarization with NLPRNNs, LSTMs, and Word Embeddings For Text Summarization8 min read·Jun 6, 2020----
Mars XianginThe StartupFighting Fraud with Anomaly DetectionUnivariate and Multivariate Gaussian Anomaly Detection5 min read·May 23, 2020----
Mars XianginThe StartupArtificial Intelligence — How Computers Really LearnBasics of Machine Learning7 min read·May 9, 2020----