GitHub

DeepTables: Deep-learning Toolkit for Tabular data

DeepTables(DT) is an easy-to-use toolkit that enables deep learning to unleash great power on tabular data. MLP (also known as Fully-connected neural networks) have been shown inefficient in learning ...
IEEE

Federated Learning on Non-IID Data Silos: An Experimental Study

Abstract: Due to the increasing privacy concerns and data regulations, training data have been increasingly fragmented, forming distributed databases of multiple “data silos” (e.g., within different ...
IEEE

Bus Passenger Origin-Destination Flow Estimation Using Entry-Only Smartcard Data: A Self-Supervised Learning Method Without Alighting Data

Abstract: To find the passenger Origin-Destination (OD) flow with entry-only smartcard transaction data, the existing rule-based methods estimate the alighting and transfer location approximately, but ...
Live Law

Delhi High Court Clears 'SoEasy' Trademark For Hindi Learning Platform, Calls It Suggestive and Distinctive

The Delhi High Court has overturned the Trade Marks Registrar's refusal to register the mark “SoEasy” for a Hindi learning and testing platform, holding that the phrase is suggestive rather than ...