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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Project

ezPitch: Connecting Salespersons and Customers through Relevant News

The goal of ezPitch is connecting salespersons and customers through relevant news. Why is this important? In the daily work, the sales persons need to search, track and explore the related news about customers before…

Project

Data2Text: Automated Text Generation from Structured Data

The Data2Text project aims to automatically generate fluent and fact-based descriptions or utterances given a data table. Typical business applications for text generation include the generation of financial and sports news stories, the generation of…

Video

Magpie: Python at Speed and Scale using Cloud Backends, CIDR 2021

January 12, 2021 | Alekh Jindal, Venkatesh Emani

Authors: Alekh Jindal (Microsoft); Venkatesh Emani (Microsoft); Maureen Daum (University of Washington); Olga Poppe (Microsoft); Brandon Haynes (Microsoft); Anna Pavlenko (Microsoft); Ayushi Gupta (IIIT Delhi); Karthik Ramachandra (Microsoft Research India); Carlo Curino (Microsoft — GSL);…

10:05

Publication

MobileVisFixer: Tailoring Web Visualizations for Mobile Phones Leveraging an Explainable Reinforcement Learning Framework

Aoyu Wu, Wai Tong, Tim Dwyer, Bongshin Lee, Petra Isenberg, Huamin Qu

IEEE Transactions on Visualization and Computer Graphics | January 2021

Project

Publication

Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges

Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard Engel, Dennis Buckmaster, Ranveer Chandra

January 2021

Publication

Ease.ML: A Lifecycle Management System for MLDev and MLOps

Leonel Aguilar, David Dao, Shaoduo Gan, Nezihe Merve Gurel, Nora Hollenstein, Jiawei Jiang, Bojan Karlas, Thomas Lemmin, Tian Li, Yang Li, Susie Rao, Johannes Rausch, Cedric Renggli, Luka Rimanic, Maurice Weber, Shuai Zhang, Zhikuan Zhao, Kevin Schawinski, Wentao Wu, Ce Zhang

Conference on Innovative Data Systems Research (CIDR 2021) | January 2021

Publication