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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

Publication

Reproducibility with Microsoft Research Open Data

Vani Mandava

February 2020

Invited talk at The AAAI 2020 Workshop on Reproducible AI – RAI2020, NYC

Publication

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

To appear in proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI’20) | February 2020

Project

Podcast

Responsible AI with Dr. Saleema Amershi

February 5, 2020

There’s an old adage that says if you fail to plan, you plan to fail. But when it comes to AI, Dr. Saleema Amershi, a principal researcher in the Adaptive Systems and Interaction group at…

Saleema Amershi on the Microsoft Research Podcast

Publication

AIOps Innovations of Incident Management for Cloud Services

Zhuangbin Chen, Yu Kang, Feng Gao, Li Yang, Jeffrey Sun, Zhangwei Xu, Pu Zhao, Bo Qiao, Liqun Li, Xu Zhang, Qingwei Lin, Michael Lyu

Cloud Intelligence Workshop, The 34th AAAI Conference on Artificial Intelligence (AAAI’20) | February 2020

Publication

AIOps Innovations in Incident Management for Cloud Services

Zhuangbin Chen, …, Qingwei Lin 林庆维

Cloud Intelligence Workshop, AAAI’20 | February 2020

Publication

Microsoft Academic Graph: when experts are not enough

Kuansan Wang, Iris Shen, Charles Huang, Chieh-Han Wu, Yuxiao Dong, Anshul Kanakia

Quantitative Science Studies | February 2020, Vol 1(1): pp. 396-413

https://doi.org/10.1162/qss_a_00021

Project Project

Publication

Local trend discovery on real-time microblogs with uncertain locations in tight memory environments

Abdulaziz Almaslukh, Amr Magdy, Ahmed M. Aly, Mohamed F. Mokbel, Sameh Elnikety, Yuxiong He, Suman Nath, Walid G. Aref

GeoInformatica | February 2020, Vol 24(2)

Publication

Prediction-Guided Design for Software Systems

Si Qin, Yong Xu, Shandan Zhou, Qingwei Lin 林庆维, Hongyu Zhang, Saurabh Agarwal, Karthikeyan Subramanian, Eli Cortez, John Miller, Chris Cowdery, Shanti Kemburu, Dongmei Zhang, Thomas Moscibroda

Cloud Intelligence Workshop, AAAI 2020 | January 2020

Video

Data Science Summer School 2019 – Replicating “An Empirical Analysis of Racial Differences in Police Use of Force”

January 30, 2020 | Emeka Mbazor, Roymil Terrero, Adnan Hoq, Harpreet Gaur, Etta Rapp, Cindy Muso, Naomi Moreira, Brenda Fried

This project replicates and extends a recent paper on racial bias in police use of force. We selected this paper because it is both widely read and also an ideal candidate for a data analysis…

Video: Data Science Summer School 2019 - Replicating

0:54:53

Event

Swiss Joint Research Center Workshop 2020

January 29, 2020 – January 30, 2020 | Lausanne, Switzerland

The 7th annual workshop of the Swiss Joint Research Center, a collaborative engagement between Microsoft Research and ETH Zurich and EPFL, took place January 29-30, 2020 at EPFL in Lausanne. Each of the twelve project teams…

Data platforms and analytics

Highlights