Metika SikkainTowards Data ScienceThe Human Bias-Accuracy Trade-offUnderstanding how historical data can lead to algorithmic bias taking a naive example of a compensation prediction modelFeb 23, 2021Feb 23, 2021
Metika SikkainAnalytics in Action @ Columbia Business SchoolIncreasing Customer Lifetime Value IRL!A look into how we used Shopify & Google Analytics data to increase the Customer Lifetime Value for a Direct-to-consumer E-commerce…Dec 13, 20201Dec 13, 20201
Metika SikkainTowards Data ScienceHow can Videos be Used to Detect Your Personality?A time distributed deep bimodal approach to predict scores for Big-5 Personality traits based on videos from the First Impression ChallengeAug 4, 20201Aug 4, 20201
Metika SikkainTowards Data ScienceBalancing the Regularization Effect of Data AugmentationA look into the need to balance overfitting and underfitting with data augmentation using an application of Image segmentation on satelliteJul 21, 20203Jul 21, 20203
Metika SikkainTowards Data ScienceUsing Skip Connections To Enhance Denoising Autoencoder AlgorithmsComparing the denoising performance of Autoencoders with residual networks across the bottleneck to those without on a sample of RGB imagesJun 1, 20201Jun 1, 20201
Metika SikkainTowards Data ScienceTraining Networks to Identify X-rays with PneumoniaA case for Transfer LearningMay 16, 2020May 16, 2020
