Shantanu ChandraTraining GANs on Spatio-Temporal Data : A Practical Guide (Part 3)Part 3 : Special case of spatio temporal dataApr 25Apr 25
Shantanu ChandraRetentive Networks (RetNet) Explained: The much-awaited Transformers-killer is hereTransformers have become the de-facto architecture for LLMs, as they efficiently overcome the sequential training issues of the recurrent…Aug 4, 202312Aug 4, 202312
Shantanu ChandraTraining GANs on Spatio-Temporal Data : A Practical Guide (Part 2)Part 2 : Practical tips for stabilizing GAN trainingJul 19, 20231Jul 19, 20231
Shantanu ChandraTraining GANs on Spatio-Temporal Data: A Practical Guide (Part 1)Part 1: A deep dive into the most notorious instabilities in GAN training.Apr 17, 2023Apr 17, 2023
Subhrajit Samanta, Ph.D.Is Synthetic Data Really Safe?A POV on privacy in the realm of synthetic dataApr 7, 2023Apr 7, 2023
ShubhenduPredicting with Confidence: Conformal Prediction for Localized and Time-Series SettingsDec 22, 2022Dec 22, 2022
Shantanu ChandraIs Data-centric AI the new way to fuel AI performance?In September 2021, Snorkel.ai hosted the “The Future of Data-Centric AI — 2021” summit, to bring together data-centric AI experts from…Nov 14, 2022Nov 14, 2022
Subhrajit Samanta, Ph.D.Model Less Time Series Forecasting (MLTF): A new non-parametric approach for forecastingTime-series forecasting has been an active area of interest for practitioners across different domains much before the advent of machine…Oct 27, 20224Oct 27, 20224
